grepcent / static financial knowledge base

Health Catalyst, Inc. (HCAT)

CIK: 0001636422. SIC: 7370 Services-Computer Programming, Data Processing, Etc.. Latest 10-K as of: 2026-03-12.

SIC breadcrumb: Services > Business Services > SIC 7370 Services-Computer Programming, Data Processing, Etc.

SEC company page: https://www.sec.gov/edgar/browse/?CIK=1636422. Latest filing source: 0001636422-26-000035.

Informational only - descriptive public-record data, not investment advice.

Business

Read HCAT's verbatim Item 1 Business section from its latest 10-K: Business.

Risk Factors

Read HCAT's verbatim Item 1A Risk Factors from its latest 10-K: Risk Factors.

Selected Fundamentals

MetricValueUnitFYFiled
Revenue311,136,000USD20252026-03-12
Net income-177,974,000USD20252026-03-12
Assets502,643,000USD20252026-03-12

Financials

Annual standardized facts from SEC companyfacts as of latest extracted filing date 2026-03-12. Source: https://data.sec.gov/api/xbrl/companyfacts/CIK0001636422.json. Derived margins, ratios, and free cash flow are computed from the extracted annual SEC facts.

Download these verified figures (annual + quarterly, with per-value filing provenance): JSON · CSV

Flow metrics use full-year FY periods from 10-K/10-K/A filings; balance-sheet metrics use FY-end instants. Free cash flow = operating cash flow - capital expenditures. Missing metrics are omitted rather than fabricated.

Metric2016201720182019202020212022202320242025
Revenue73,081,000112,574,000154,941,000188,845,000241,926,000276,236,000295,938,000306,584,000311,136,000
Net income-47,035,000-61,984,000-60,096,000-115,017,000-153,210,000-137,403,000-118,147,000-69,502,000-177,974,000
Operating income-45,540,000-60,095,000-54,865,000-96,125,000-143,650,000-140,005,000-126,897,000-69,806,000-160,854,000
Diluted EPS-12.86-2.91-3.23-2.63-2.09-1.15-2.55
Operating cash flow-36,829,000-40,296,000-32,184,000-26,148,000-23,123,000-35,270,000-33,080,00014,559,000731,000
Capital expenditures2,466,0002,078,0002,015,0007,775,00010,450,0002,167,0001,236,0001,616,000968,000
Share buybacks0.008,712,0000.000.000.008,393,0001,808,0000.005,000,000
Assets110,975,000302,360,000577,740,000832,096,000752,286,000701,814,000858,929,000502,643,000
Liabilities75,898,000101,716,000301,641,000309,998,000327,276,000334,895,000493,722,000256,863,000
Stockholders' equity-206,407,000-259,475,000-374,768,000200,644,000276,099,000522,098,000425,010,000366,919,000365,207,000245,780,000
Cash and cash equivalents28,431,00018,032,00091,954,000193,227,000116,312,000106,276,000249,645,00050,814,000
Free cash flow-39,295,000-42,374,000-34,199,000-33,923,000-33,573,000-37,437,000-34,316,00012,943,000-237,000

Ratios

ROE and ROA use period-end equity/assets. Liabilities / equity uses total liabilities divided by stockholders' equity. Current ratio uses current assets divided by current liabilities when both are reported.

Metric2016201720182019202020212022202320242025
Net margin-64.36%-55.06%-38.79%-60.91%-63.33%-49.74%-39.92%-22.67%-57.20%
Operating margin-62.31%-53.38%-35.41%-50.90%-59.38%-50.68%-42.88%-22.77%-51.70%
Return on equity-29.95%-41.66%-29.35%-32.33%-32.20%-19.03%-72.41%
Return on assets-55.85%-19.88%-19.91%-18.41%-18.26%-16.83%-8.09%-35.41%
Liabilities / equity0.511.090.590.770.911.351.05
Current ratio1.605.483.755.465.184.421.431.89

Industry Peer Context

Each number-line places HCAT against the min, median, and max of latest reported values among companies in the same SIC industry when at least three peers report that ratio.

Net margin peer context

HCAT Net margin versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 31.HCAT Net margin versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 31.31 SIC peersMin -81.3%Median 2.4%Max 60.8%HCAT -57.2%

Operating margin peer context

HCAT Operating margin versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 31.HCAT Operating margin versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 31.31 SIC peersMin -125.9%Median 4.2%Max 75.8%HCAT -51.7%

ROE peer context

HCAT ROE versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 27.HCAT ROE versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 27.27 SIC peersMin -121.6%Median 4.5%Max 201.6%HCAT -72.4%

ROA peer context

HCAT ROA versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 32.HCAT ROA versus SIC peer range. Source: grepcent computed from latest SEC companyfacts ratios for SIC industry 7370; peer count 32.32 SIC peersMin -48.6%Median 1.6%Max 45.9%HCAT -35.4%

Financial Bridges

Waterfall figures reconcile reported SEC companyfacts components. Missing bridges are omitted when required components are not present for the same fiscal year.

Free cash flow = operating cash flow - capital expenditures

HCAT FY2025 free cash flow bridge from reported figures.HCAT FY2025 free cash flow bridge from reported figures.HCAT free cash flow bridgeFY2025: operating cash flow less capital expendituresSource: SEC companyfacts FY2025.Free cash flow bridgeReported amount-$250.0M$0.0B$250.0M$731.0KOperating cash flow-$968.0KCapex-$237.0KFree cash flow

Figure provenance: SEC companyfacts FY 2025. Operating cash flow: accession 0001636422-26-000035; concept NetCashProvidedByUsedInOperatingActivities; source concepts us-gaap:NetCashProvidedByUsedInOperatingActivities | Capital expenditures: accession 0001636422-26-000035; concept PaymentsToAcquirePropertyPlantAndEquipment; source concepts us-gaap:PaymentsToAcquirePropertyPlantAndEquipment | Free cash flow: accession 0001636422-26-000035; concept NetCashProvidedByUsedInOperatingActivities - PaymentsToAcquirePropertyPlantAndEquipment; source concepts us-gaap:NetCashProvidedByUsedInOperatingActivities; us-gaap:PaymentsToAcquirePropertyPlantAndEquipment

Financial Charts

HCAT revenue, last 5 periods. Source: SEC companyfacts FY2025.HCAT revenue, last 5 periods. Source: SEC companyfacts FY2025.HCAT RevenueLatest point: FY2025 = $311.1MSource: SEC companyfacts FY2025.Fiscal yearReported revenue$0.0B$250.0M$500.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001636422-26-000035; filed 2026-03-12. Concept: RevenueFromContractWithCustomerExcludingAssessedTax. Source concepts: us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax.

HCAT net income, last 5 periods. Source: SEC companyfacts FY2025.HCAT net income, last 5 periods. Source: SEC companyfacts FY2025.HCAT Net incomeLatest point: FY2025 = -$178.0MSource: SEC companyfacts FY2025.Fiscal yearNet income-$250.0M-$125.0M$0.0BFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001636422-26-000035; filed 2026-03-12. Concept: NetIncomeLoss. Source concepts: us-gaap:NetIncomeLoss.

HCAT operating income, last 5 periods. Source: SEC companyfacts FY2025.HCAT operating income, last 5 periods. Source: SEC companyfacts FY2025.HCAT Operating incomeLatest point: FY2025 = -$160.9MSource: SEC companyfacts FY2025.Fiscal yearOperating income-$250.0M-$125.0M$0.0BFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001636422-26-000035; filed 2026-03-12. Concept: OperatingIncomeLoss. Source concepts: us-gaap:OperatingIncomeLoss.

HCAT diluted eps, last 5 periods. Source: SEC companyfacts FY2025.HCAT diluted eps, last 5 periods. Source: SEC companyfacts FY2025.HCAT Diluted EPSLatest point: FY2025 = -$2.55/shareSource: SEC companyfacts FY2025.Fiscal yearDiluted EPS (USD/share)-$4.00/share-$2.00/share$0.00/shareFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001636422-26-000035; filed 2026-03-12. Concept: EarningsPerShareDiluted. Source concepts: us-gaap:EarningsPerShareDiluted.

HCAT operating cash flow, last 5 periods. Source: SEC companyfacts FY2025.HCAT operating cash flow, last 5 periods. Source: SEC companyfacts FY2025.HCAT Operating cash flowLatest point: FY2025 = $731.0KSource: SEC companyfacts FY2025.Fiscal yearOperating cash flow-$250.0M$0.0B$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001636422-26-000035; filed 2026-03-12. Concept: NetCashProvidedByUsedInOperatingActivities. Source concepts: us-gaap:NetCashProvidedByUsedInOperatingActivities.

HCAT capital expenditures, last 5 periods. Source: SEC companyfacts FY2025.HCAT capital expenditures, last 5 periods. Source: SEC companyfacts FY2025.HCAT Capital expendituresLatest point: FY2025 = $968.0KSource: SEC companyfacts FY2025.Fiscal yearCapital expenditures$0.0B$125.0M$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001636422-26-000035; filed 2026-03-12. Concept: PaymentsToAcquirePropertyPlantAndEquipment. Source concepts: us-gaap:PaymentsToAcquirePropertyPlantAndEquipment.

HCAT share buybacks, last 5 periods. Source: SEC companyfacts FY2025.HCAT share buybacks, last 5 periods. Source: SEC companyfacts FY2025.HCAT Share buybacksLatest point: FY2025 = $5.0MSource: SEC companyfacts FY2025.Fiscal yearShare buybacks$0.0B$125.0M$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001636422-26-000035; filed 2026-03-12. Concept: PaymentsForRepurchaseOfCommonStock. Source concepts: us-gaap:PaymentsForRepurchaseOfCommonStock.

HCAT assets, last 5 periods. Source: SEC companyfacts FY2025.HCAT assets, last 5 periods. Source: SEC companyfacts FY2025.HCAT AssetsLatest point: FY2025 = $502.6MSource: SEC companyfacts FY2025.Fiscal yearAssets$0.0B$500.0M$1.0BFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001636422-26-000035; filed 2026-03-12. Concept: Assets. Source concepts: us-gaap:Assets.

HCAT liabilities, last 5 periods. Source: SEC companyfacts FY2025.HCAT liabilities, last 5 periods. Source: SEC companyfacts FY2025.HCAT LiabilitiesLatest point: FY2025 = $256.9MSource: SEC companyfacts FY2025.Fiscal yearLiabilities$0.0B$250.0M$500.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001636422-26-000035; filed 2026-03-12. Concept: Liabilities. Source concepts: us-gaap:Liabilities.

HCAT stockholders' equity, last 5 periods. Source: SEC companyfacts FY2025.HCAT stockholders' equity, last 5 periods. Source: SEC companyfacts FY2025.HCAT Stockholders' equityLatest point: FY2025 = $245.8MSource: SEC companyfacts FY2025.Fiscal yearStockholders' equity$0.0B$375.0M$750.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001636422-26-000035; filed 2026-03-12. Concept: StockholdersEquity. Source concepts: us-gaap:StockholdersEquity.

HCAT cash and cash equivalents, last 5 periods. Source: SEC companyfacts FY2025.HCAT cash and cash equivalents, last 5 periods. Source: SEC companyfacts FY2025.HCAT Cash and cash equivalentsLatest point: FY2025 = $50.8MSource: SEC companyfacts FY2025.Fiscal yearCash and cash equivalents$0.0B$125.0M$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001636422-26-000035; filed 2026-03-12. Concept: CashAndCashEquivalentsAtCarryingValue. Source concepts: us-gaap:CashAndCashEquivalentsAtCarryingValue.

HCAT free cash flow, last 5 periods. Source: SEC companyfacts FY2025.HCAT free cash flow, last 5 periods. Source: SEC companyfacts FY2025.HCAT Free cash flowLatest point: FY2025 = -$237.0KSource: SEC companyfacts FY2025.Fiscal yearFree cash flow-$250.0M$0.0B$250.0MFY2021FY2022FY2023FY2024FY2025

Figure provenance: SEC companyfacts. Latest point: FY 2025 ended 2025-12-31; accession 0001636422-26-000035; filed 2026-03-12. Concept: NetCashProvidedByUsedInOperatingActivities - PaymentsToAcquirePropertyPlantAndEquipment. Source concepts: us-gaap:NetCashProvidedByUsedInOperatingActivities; us-gaap:PaymentsToAcquirePropertyPlantAndEquipment.

Quarterly

Quarterly standardized facts from SEC companyfacts as of latest extracted filing date 2026-05-11. Source: https://data.sec.gov/api/xbrl/companyfacts/CIK0001636422.json.

Flow metrics use discrete quarter-length periods from 10-Q/10-Q/A filings. Q4 revenue and net income are derived only when annual FY and nine-month YTD facts exist for the same fiscal year; derived Q4 values are labeled. EPS Q4 is not derived.

QuarterEnd DateRevenueNet IncomeDiluted EPSMethod
2022-Q22022-06-30-0.62reported discrete quarter
2022-Q32022-09-30-0.84reported discrete quarter
2023-Q12023-03-31-0.60reported discrete quarter
2023-Q22023-06-3073,213,000-32,613,000-0.58reported discrete quarter
2023-Q32023-09-3073,773,000-22,032,000-0.39reported discrete quarter
2023-Q42023-12-3175,084,000-30,312,000derived Q4 = FY annual - nine-month YTD
2024-Q12024-03-3174,723,000-20,587,000-0.35reported discrete quarter
2024-Q22024-06-3075,902,000-13,516,000-0.23reported discrete quarter
2024-Q32024-09-3076,353,000-14,726,000-0.24reported discrete quarter
2024-Q42024-12-3179,606,000-20,673,000derived Q4 = FY annual - nine-month YTD
2025-Q12025-03-3179,413,000-23,742,000-0.35reported discrete quarter
2025-Q22025-06-3080,721,000-40,978,000-0.59reported discrete quarter
2025-Q32025-09-3076,323,000-22,229,000-0.32reported discrete quarter
2025-Q42025-12-3174,679,000-91,025,000derived Q4 = FY annual - nine-month YTD
2026-Q12026-03-3170,756,000-111,026,000-1.53reported discrete quarter

Quarterly Charts

HCAT quarterly revenue, last 12 periods. Source: SEC companyfacts 2026-Q1.HCAT quarterly revenue, last 12 periods. Source: SEC companyfacts 2026-Q1.HCAT Quarterly RevenueLatest point: 2026-Q1 = $70.8MSource: SEC companyfacts 2026-Q1.Fiscal quarterQuarterly Revenue$0.0B$125.0M$250.0M2023-Q22023-Q32023-Q42024-Q12024-Q22024-Q32024-Q42025-Q12025-Q22025-Q32025-Q42026-Q1

Figure provenance: SEC companyfacts. Latest point: FY 2026 ended 2026-03-31; accession 0001636422-26-000066; filed 2026-05-11. Concept: RevenueFromContractWithCustomerExcludingAssessedTax. Source concepts: us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax.

HCAT quarterly net income, last 12 periods. Source: SEC companyfacts 2026-Q1.HCAT quarterly net income, last 12 periods. Source: SEC companyfacts 2026-Q1.HCAT Quarterly Net incomeLatest point: 2026-Q1 = -$111.0MSource: SEC companyfacts 2026-Q1.Fiscal quarterQuarterly Net income-$250.0M-$125.0M$0.0B2023-Q22023-Q32023-Q42024-Q12024-Q22024-Q32024-Q42025-Q12025-Q22025-Q32025-Q42026-Q1

Figure provenance: SEC companyfacts. Latest point: FY 2026 ended 2026-03-31; accession 0001636422-26-000066; filed 2026-05-11. Concept: NetIncomeLoss. Source concepts: us-gaap:NetIncomeLoss.

HCAT quarterly diluted eps, last 12 periods. Source: SEC companyfacts 2026-Q1.HCAT quarterly diluted eps, last 12 periods. Source: SEC companyfacts 2026-Q1.HCAT Quarterly Diluted EPSLatest point: 2026-Q1 = -$1.53/shareSource: SEC companyfacts 2026-Q1.Fiscal quarterQuarterly Diluted EPS (USD/share)-$2.00/share-$1.00/share$0.00/share2022-Q22022-Q32023-Q12023-Q22023-Q32024-Q12024-Q22024-Q32025-Q12025-Q22025-Q32026-Q1

Figure provenance: SEC companyfacts. Latest point: FY 2026 ended 2026-03-31; accession 0001636422-26-000066; filed 2026-05-11. Concept: EarningsPerShareDiluted. Source concepts: us-gaap:EarningsPerShareDiluted.

Macro Cross-References

Latest quarter (10-Q)

Latest 10-Q source: 0001636422-26-000066.

Extracted structurally from real Item 2 body heading to real Item 3/4 boundary. Confidence: high. Filing date: 2026-05-11. Report date: 2026-03-31.

Item 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations

The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our condensed consolidated financial statements, the accompanying notes, and other financial information included elsewhere in this Quarterly Report on Form 10-Q. This discussion contains forward-looking statements that involve risks, uncertainties, and assumptions. Our actual results could differ materially from those forward-looking statements below. Factors that could cause or contribute to those differences include, but are not limited to, those identified below and those discussed in the sections titled “Risk Factors” and “Special Note Regarding Forward-looking Statements.”

Overview

We are a leading provider of data and analytics technology and services to healthcare organizations. Our Solution comprises our cloud-based data platform, applications, and expertise. Our clients, which are primarily healthcare providers, use our Solution to manage their data, derive analytical insights to operate their organization, and produce measurable clinical, financial, and operational improvements. We envision a future where all healthcare decisions are data-informed.

Highlights from the three months ended March 31, 2026 and 2025 included:

•We recognized total revenue of $70.8 million and $79.4 million for the three months ended March 31, 2026 and 2025, respectively. The decrease in revenue was primarily due to our exit of certain lower margin TEMS arrangements and churn of some FTE-based professional services arrangements.

•We incurred net losses of $111.0 million and $23.7 million for the three months ended March 31, 2026 and 2025, respectively. The increased net loss is largely driven by $95.5 million of goodwill impairment, which is primarily due to overall declines in our stock price and market capitalization.

•Our Adjusted EBITDA was $9.1 million and $6.3 million for the three months ended March 31, 2026 and 2025, respectively. See the section titled “Key Financial Measures—Reconciliation of Non-GAAP Financial Measures” below for more information about Adjusted EBITDA, including the limitations of such measure and a reconciliation to net loss, the most directly comparable measure calculated in accordance with GAAP.

See the section titled “Key Factors Affecting Our Performance” for more information about important opportunities and challenges related to our business.

Macroeconomic Environment, Ignite Migration and Strategic Operating Plan

Recent macroeconomic challenges (including high levels of inflation, high interest rates, uncertainty with tariffs, cuts in Medicaid and research funding, and regional or global conflicts (including the conflicts in the Middle East)) and the tight labor market continue to adversely affect workforces, organizations, governments, clients, economies, and financial markets globally. These factors have disrupted the normal operations of many businesses, including our business. These factors have also placed the national healthcare system under significant operational and budgetary strain. The extent and duration of the impacts from these factors is uncertain, and we expect that continued impacts will continue to have a negative effect upon our clients, business and results of operations, and financial condition.

The health system end market, in particular, has experienced meaningful financial strain. We are encouraged that, in general, the operating margins of our health system end market improved in recent years. However, the implications of many policy developments around Medicaid and research funding reductions, as well as implications of the evolving tariff landscape have had and continue to have a negative impact on our business. On July 4, 2025, President Trump signed the OBBBA into law, which is projected to reduce federal Medicaid spending by nearly $1 trillion over 10 years and will create additional financial strain for many of our clients and prospective clients. As a result, certain sales cycles have elongated and some opportunities, such as opportunities in Life Sciences, have pushed, which negatively impacted our 2025 bookings achievement and our expectations for revenue in 2026.

45

We continue to anticipate that a higher proportion of our gross bookings will come from our existing client base as compared to historical levels. This expectation is driven by our belief that many existing clients that have already realized a strong financial return on investment (ROI), and are aligned on a long-term partnership framework, will be more receptive to expansion conversations, as compared to discussions with prospective clients. We have collected data internally that shows we are more than twice as effective at selling into organizations where we have an existing relationship compared to those where there is no prior relationship, which gives us additional confidence in our ability to drive cross-selling within our broad client base. We benefit from a highly recurring revenue model, in which greater than 90% of our revenue is recurring in nature, and a high level of technology revenue predictability. Client contracts often include built-in, contractual technology revenue escalators and often include locked in terms for three to five years.

As previously described, within our professional services segment, a subset of clients have reduced the number of FTEs engaged in their initiatives, while in the technology segment, we have experienced down-sell and churn particularly related to the migration from DOS to Ignite. We have been notified of $12.5 million of ARR down-sell and churn and estimate we have $52.0 million of at risk ARR related to the DOS to Ignite migration. This down-sell and churn are largely the result of prior decisions that forced clients into an accelerated decision point on the migration before we had the right retention program and client-facing structure in place. We are working to address this DOS to Ignite migration headwind, prioritizing client success and retention, to build a more durable revenue base. We have stopped managing the migrations as a one-size-fits-all program and conducted a line-by-line review of every remaining client that has not yet migrated. We have developed a tailored plan for each client’s specific situation and have strengthened the team dedicated to taking clients through the process, including options where clients stay on DOS for an extended period of time. Even among clients who have given notice on the infrastructure layer, we expect a number of clients will continue to use our application solutions going forward even after transitioning to their own infrastructure. As we referenced in the past, we expect to be generally through the DOS to Ignite migration by the end of 2027.

We believe healthcare is at an inflection point, due to financial pressure on health systems, including eroding margins, shifting payor mix, and rising labor costs. In this environment, we believe healthcare providers are seeking a partner who can help them reduce costs, improve clinical quality, and grow consumer relationships, while delivering meaningful outcomes. Healthcare data infrastructure has increasingly commoditized. We believe durable advantage lives in the intelligence built on top of it, and that our advantage rests on our improvement data and content, as well as our expertise, including healthcare-specific and change management expertise.

We will continue to manage the business with a focus on operating efficiency, while balancing targeted investments to support disciplined growth and retention initiatives that we expect will benefit future results. Moving forward our focus is building a technology business that wins in the market, operating with efficiency and discipline, and investing in our AI-enabled intelligence that differentiates our solutions. We recently announced Project Nexus, a strategic initiative designed to fundamentally transform our operating model and advance each of these priorities. While these investments may create near-term pressure on our Adjusted EBITDA, we believe they position the business for improved consistency and stronger financial performance.

We are focused on margin expansion as part of our transformation to streamline operations and optimize our cost structure. Our priorities going forward will include strengthening and simplifying our commercial engine to drive technology ARR bookings, working to improve retention through more predictable migrations and clearer client value realization, and increasing efficiency and reducing time to value by eliminating operational complexity and scaling work through automation and global resources. We also plan to better leverage our intellectual property, combining our data foundation with the expertise, content, and AI-enabled solutions that differentiates our solutions to allow us to solve healthcare's most pressing problems. We will continue to refine this strategic operating plan.

46

Key Financial Measures

We regularly review a number of measures, including the following key financial measures, to manage our business and evaluate our operating performance compared to that of other companies in our industry:

Three Months Ended March 31,
20262025
GAAP Financial Measures:(in thousands, except percentages)
Total revenue$70,756$79,413
Gross profit$27,726$28,659
Gross margin39%36%
Net loss$(111,026)$(23,742)
Non-GAAP Financial Measures:
Adjusted Gross Profit$36,439$39,048
Adjusted Gross Margin51%49%
Adjusted EBITDA$9,137$6,279

We monitor the key measures set forth in the preceding table to help us evaluate trends, establish budgets, measure the effectiveness and efficiency of our operations, and determine team member incentives. This year we will also begin annually reporting on total bookings as a new, simplified operating metric, which includes all new bookings for annual recurring revenue and non-recurring revenue. We discuss Adjusted Gross Profit, Adjusted Gross Margin, and Adjusted EBITDA in more detail below.

Reconciliation of non-GAAP financial measures

In addition to our results determined in accordance with GAAP, we believe certain non-GAAP financial measures, including Adjusted Gross Profit, Adjusted Gross Margin, and Adjusted EBITDA, are useful in evaluating our operating performance. For example, we exclude stock-based compensation expense because it is non-cash in nature and excluding this expense provides meaningful supplemental information regarding our operational performance and allows investors the ability to make more meaningful comparisons between our operating results and those of other companies. We use this non-GAAP financial information to evaluate our ongoing operations, as a component in determining employee bonus compensation, and for internal planning and forecasting purposes. We believe that non-GAAP financial information, when taken collectively, may be helpful to investors because it provides consistency and comparability with past financial performance. However, non-GAAP financial information is presented for supplemental informational purposes only, has limitations as an analytical tool, and should not be considered in isolation or as a substitute for financial information presented in accordance with GAAP. In addition, other companies, including companies in our industry, may calculate similarly-titled non-GAAP financial measures differently or may use other measures to evaluate their performance, all of which could reduce the usefulness of our non-GAAP financial measures as tools for comparison. A reconciliation is provided below for each non-GA

[Excerpt truncated for page length; source filing is linked above.]

Latest 10-K MD&A

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Published MD&A gate trimmed front/tail over-capture. Confidence: high. Filing date: 2026-03-12. Report date: 2025-12-31.

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations

The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our consolidated financial statements, the accompanying notes, and other financial information included elsewhere in this Annual Report on Form 10-K. This discussion contains forward-looking statements that involve risks, uncertainties, and assumptions. Our actual results could differ materially from those forward-looking statements below. Factors that could cause or contribute to those differences include, but are not limited to, those identified below and those discussed in the sections titled “Risk Factors” and “Special Note Regarding Forward-Looking Statements” included elsewhere in this Annual Report on Form 10-K.

A discussion regarding our financial condition and results of operations for the year ended December 31, 2025 compared to the year ended December 31, 2024 is presented below. A discussion regarding our financial condition and results of operations for the year ended December 31, 2024 compared to the year ended December 31, 2023 is included under “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in our prior year Form 10-K filed on February 26, 2025.

Overview

We are a leading provider of data and analytics technology and services to healthcare organizations. Our Solution comprises our cloud-based data platform, applications, and expertise. Our clients, which are primarily healthcare providers, use our Solution to manage their data, derive analytical insights to operate their organization, and produce measurable clinical, financial, and operational improvements. We envision a future where all healthcare decisions are data-informed.

Health Catalyst was founded in 2008 by healthcare analytics industry pioneers. Our founders and team developed the initial version of our Solution, consisting of an early version of our data platform, select analytics accelerators, and professional services expertise. From the beginning, our Solution has been focused on enabling our mission: to be the catalyst for massive, measurable, data-informed healthcare improvement. As of December 31, 2025, we employ more than 1,200 team members.

Highlights from the years ended December 31, 2025, 2024, and 2023 include:

•For the years ended December 31, 2025, 2024, and 2023, our total revenue was $311.1 million, $306.6 million, and $295.9 million, respectively. The growth in revenue was primarily due to revenue from new clients, including acquired relationships.

•For the years ended December 31, 2025, 2024, and 2023, we incurred net losses of $178.0 million, $69.5 million, and $118.1 million, respectively. The increased net loss in 2025 compared to 2024 is largely driven by $105.4 million of goodwill impairment, which is primarily due to overall declines in our stock price and market capitalization.

•For the years ended December 31, 2025, 2024, and 2023, our Adjusted EBITDA was $41.4 million, $26.1 million, and $11.0 million, respectively. See the section titled “Financial Measures and Key Business Metrics—Reconciliation of Non-GAAP Financial Measures” below for more information about Adjusted EBITDA, including the limitations of such measure and a reconciliation to net loss, the most directly comparable measure calculated in accordance with GAAP.

See the section titled “Key Factors Affecting Our Performance” for more information about important opportunities and challenges related to our business.

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Macroeconomic Environment and Strategic Operating Plan

Recent macroeconomic challenges (including high levels of inflation, high interest rates, uncertainty with tariffs, cuts in Medicaid and research funding, and regional or global conflicts (including the conflicts in the Middle East)) and the tight labor market continue to adversely affect workforces, organizations, governments, clients, economies, and financial markets globally. These factors have disrupted the normal operations of many businesses, including our business. These factors have also placed the national healthcare system under significant operational and budgetary strain. The extent and duration of the impacts from these factors is uncertain, and we expect that continued impacts will continue to have a negative effect upon our clients, business and results of operations, and financial condition.

The health system end market, in particular, has experienced meaningful financial strain over the last few years. We were encouraged that, in general, the operating margins of our health system end market improved in 2024 and 2025 relative to 2022 and 2023. However, the implications of many policy developments around Medicaid and research funding reductions, as well as implications of the evolving tariff landscape have had and continue to have a negative impact on our business.

On July 4, 2025, President Trump signed the OBBBA into law, which is projected to reduce federal Medicaid spending by nearly $1 trillion over 10 years and will create additional financial strain for many of our clients and prospective clients. As a result, certain sales cycles have elongated and some opportunities, such as opportunities in Life Sciences, have pushed, which negatively impacted our 2025 bookings achievement and our expectations for revenue in 2026.

We continue to anticipate that a higher proportion of our gross bookings will come from our existing client base as compared to historical levels, inclusive of upsells to both our Platform Client base, as well as upsells to our over 1,000 App Clients. This expectation is driven by our belief that many existing clients that have already realized a strong financial return on investment (ROI), and are aligned on a long-term partnership framework, will be more receptive to expansion conversations, as compared to discussions with prospective clients. We have collected data internally that shows we are more than twice as effective at selling into organizations where we have an existing relationship compared to those where there is no prior relationship, which gives us additional confidence in our ability to drive cross-selling within our broad client base.

We benefit from a highly recurring revenue model, in which greater than 90% of our revenue is recurring in nature, and a high level of technology revenue predictability, especially within our Platform Clients whose contracts, when sold as a bundle with our analytics applications, often have built-in, contractual technology revenue escalators and are often locked in for three to five years.

As previously described, within our professional services segment, a subset of clients have reduced the number of FTEs engaged in their initiatives, while in the technology segment, we have experienced churn related to the migration from DOS to Ignite. We have observed that clients have a few options as part of this migration. These options include expanding their relationship and spend by purchasing additional applications and services; experiencing immediate savings while maintaining similar functionality through a price reduction as part of the migration; maintaining existing spend and realizing improvement in operations and functionality from the enhanced capabilities of Ignite; or exercising flexibility to stay on DOS or parts of DOS in the near-to-medium term. Over the course of the next few years, we anticipate our clients will continue to fall along the spectrum of these options; however, in recent months and in the near-term, an increasing number of clients are opting for, and we anticipate many will opt for, a price reduction as part of the migration to Ignite resulting in lower overall spend.

We have been notified of approximately $12.5 million in DOS-related ARR down-sell and churn that will negatively impact our 2026 and 2027 technology revenue. In addition, we currently estimate up to approximately $52 million in DOS-related ARR that may be subject to negotiation in 2026 and 2027 as part of the DOS to Ignite migration; of which, up to approximately $35 million is estimated to be data platform infrastructure ARR. Data platform infrastructure, or the data warehouse and related infrastructure, is where we are seeing the highest degree of pressure. While we expect further churn of this ARR beyond the $12.5 million, we are putting plans in place that are designed to retain a portion of the estimated $52 million of DOS-related ARR. After 2027, we expect to generally be through the data platform infrastructure migration headwind. We have maintained strong application relationships with our clients, even when data platform infrastructure down-selling occurs, and we expect this success to continue.

We are responding to the challenging macroeconomic environment with a strategic operating plan that proactively tailors our solutions to align with and support the urgent needs for cost efficiency, clinical improvement, and consumer experience. We are helping clients achieve tangible savings and enhanced operational efficiency, positioning our organization as a valuable partner during this critical period. We believe this focus will enable us to move forward in a position of continued competitive and financial strength.

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We will continue to manage the business with a focus on operating efficiency, while balancing targeted investments to support disciplined growth and retention initiatives that we expect will benefit future results. We have invested in migration personnel and contractors and have added investments in India as we continue to scale our development team. While these investments may create near-term pressure on our Adjusted EBITDA, we believe they position the business for improved consistency and stronger financial performance in the second half of 2026 and beyond.

Our priorities going forward will include strengthening and simplifying our commercial engine to drive technology ARR bookings, improving retention through more predictable migrations and clearer client value realization, and increasing efficiency and reducing time to value by eliminating operational complexity and scaling work through automation and global resources. We also plan to better leverage our intellectual property, combining our data foundation with the expertise, content, and AI-enabled solutions that allow us to solve healthcare's most pressing problems.

We will continue to refine this strategic operating plan and are continuing to make investments in research and development, including the continued enhancement of the capabilities within Health Catalyst Ignite, in order to maintain our position as a provider of a market-leading data platform and applications over the long term.

Our Business Model

We offer our Solution to a variety of healthcare organizations, primarily in the United States, including academic medical centers, integrated delivery networks, community hospitals, large physician practices, ACOs, health information exchanges, health insurers, and other risk-bearing entities among others. We categorize our client count into two primary categories: Platform Clients and App Clients. As discussed further in “Key Business Metrics and Non-GAAP Financial Measures” below, as of January 1, 2025, we shifted from what we formerly called DOS Subscription Clients to Platform Clients, and what we formerly referred to as other clients to App Clients, which include all other clients that are not Platform Clients. Platform Clients are defined as: (i) all Platform Clients as of December 31, 2024 under our historical definition (formerly referred to as DOS Subscription Clients, which we also referred to as Platform Subscription Clients), and (ii) as of January 1, 2025, any technology client that signs contracts with at least $100,000 of incremental total ARR and non-recurring revenue in a given calendar year, inclusive of clients that come through acquisition if we first begin recognizing revenue for the client post-acquisition and that total ARR and non-recurring revenue exceeds $100,000 in that calendar year, so long as such client maintains an active subscription as of the end of the period. See “Key Business Metrics and Non-GAAP Financial Measures” below for more information about our Platform Clients. App Clients generally include technology clients and other clients from historical acquisitions and typically operate under subscription contracts. As of December 31, 2025, 2024, and 2023, we had 162, 130, and 109 Platform Clients, respectively. As of December 31, 2025, we served over 1,000 App Clients compared to over 900 other clients as of December 31, 2024. The increase in other clients from December 31, 2024 to App Clients as of December 31, 2025 was primarily due to the 2025 Upfront acquisition.

We derive substantially all of our revenue through subscriptions for use of our technology and professional services on a recurring basis. In 2025, greater than 90% of our total revenue was recurring in nature. Clients pay for our technology primarily on a subscription basis for our entire technology suite or for pieces of our technology (e.g., Platform-only or modular portions of the Platform). We generally provide access to our technology and deliver professional services to clients on a recurring basis, with our technology invoiced upfront annually or quarterly and our professional services invoiced monthly. As we increase the use cases we address at a given client, we have the opportunity to upsell incremental technology and services. We have demonstrated an ability to upsell technology and services to our client base over time. We updated our definition of Dollar-based Retention Rate in early 2025, and, under an updated Dollar-based Retention Rate described in more detail in the section titled "Financial Measures and Key Business Metrics," the rate was 93% and 102% for the years ended December 31, 2025 and 2024, respectively. Based on our legacy definition, we saw a Dollar-based Retention Rate of 100% for each of the years ended December 31, 2024 and 2023, respectively.

The primary costs incurred to deliver our technology are hosting fees and headcount-related costs associated with our cloud services and support teams. Hosting fees are related to providing our technology through a cloud-based environment hosted primarily by Microsoft Azure. We have experienced and expect to continue to experience operational inefficiencies associated with managing multiple hosting providers, resulting in a headwind against Adjusted Technology Gross Margin. Additionally, we are in the process of migrating our DOS clients base to Health Catalyst Ignite. We expect that these investments in our Platform will provide additional capabilities for our clients as well as improve our ability to drive cost efficiencies in our hosting and support costs per client over time. However, in the near-to-medium-term, we will incur some migration costs associated with deploying the updated architecture across our DOS clients, resulting in a headwind for our Technology Gross Margin. The primary costs incurred to deliver our professional services are the salaries, benefits, and other headcount-related costs of our team members.

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We delineate our sales organization by new client acquisition and existing client retention and expansion. Selling efforts to new clients vary. Many of our new clients engage with us broadly for multiple use cases, requiring buy-in during the sales cycle across the C-suite. Alternatively, in some instances, we engage with a client in a single-use case. After we demonstrate measurable improvements, we work with our clients to expand the utilization of our Solution to other use cases or enterprise-wide. The average sales cycle for a new platform client is estimated to be approximately one year, but that timeline can vary materially. Because of our vertical focus on the healthcare industry, we believe our sales and marketing resources can be deployed more efficiently than at horizontally-focused companies that provide technology and services to multiple industries.

Additionally, with our increased focus on driving expansion within our existing client base, we believe that our sales and marketing infrastructure is positioned well to generate meaningful leverage and growth within our services offerings without the need for the same level of incremental investment as in prior years. This operating leverage primarily stems from the fact that we already have an existing relationship with the client, inclusive of having invested in client success initiatives since the beginning of our contractual relationship. Over the past few years, we have invested in growth infrastructure and our sales operations and marketing teams are built to help us scale over the long term.

We have demonstrated a consistent track record of innovation through research and development over time as evidenced by our new product features and new product offerings. This innovation is driven by feedback we glean from our clients, professional services teams, and the market generally. Our investments in product development have been focused on increasing the capabilities of our Solution and expanding the number of use cases we address for our clients.

Financial Measures and Key Business Metrics

We regularly review a number of metrics, including the following key financial measures, to manage our business and evaluate our operating performance compared to that of other companies in our industry:

Year Ended December 31, 2025
202520242023
GAAP Financial Measures:(in thousands, except percentages)
Total revenue$311,136$306,584$295,938
Gross profit$120,356$114,503$104,002
Gross margin39%37%35%
Net loss$(177,974)$(69,502)$(118,147)
Non-GAAP Financial Measures:
Adjusted Gross Profit$159,107$149,533$144,060
Adjusted Gross Margin51%49%49%
Adjusted EBITDA$41,408$26,105$11,021

We monitor the key financial measures set forth in the preceding table to help us evaluate trends, establish budgets, measure the effectiveness and efficiency of our operations, and determine team member incentives. We discuss Adjusted Gross Profit, Adjusted Gross Margin, and Adjusted EBITDA in more detail below.

Adjusted gross profit and adjusted gross margin

Gross profit is a GAAP financial measure that is calculated as revenue less cost of revenue, including depreciation and amortization of capitalized software development costs and acquired technology. We calculate gross margin as gross profit divided by our revenue. Adjusted Gross Profit is a non-GAAP financial measure that we define as gross profit, adjusted for (i) depreciation and amortization, (ii) stock-based compensation, (iii) acquisition-related costs, net, and (iv) restructuring costs, as applicable. We define Adjusted Gross Margin as our Adjusted Gross Profit divided by our revenue. We believe Adjusted Gross Profit and Adjusted Gross Margin are useful to investors as they eliminate the impact of certain non-cash expenses and allow a direct comparison of these measures between periods without the impact of non-cash expenses, as well as certain other non-recurring operating expenses.

We present both of these measures for our technology and professional services business. We believe these non-GAAP measures are useful in evaluating our operating performance compared to that of other companies in our industry, as these metrics generally eliminate the effects of certain items that may vary from company to company for reasons unrelated to overall profitability. See “Reconciliation of Non-GAAP Financial Measures” below for information regarding the limitations of using our Adjusted Gross Profit and Adjusted Gross Margin as financial measures and for a reconciliation of revenue to our Adjusted Gross Profit, the most directly comparable financial measure calculated in accordance with GAAP.

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Adjusted EBITDA

Adjusted EBITDA is a non-GAAP financial measure that we define as net loss adjusted for (i) interest and other (income) expense, net, (ii) income tax provision (benefit), (iii) depreciation and amortization, (iv) stock-based compensation, (v) acquisition-related costs, net, (vi) litigation costs, (vii) restructuring costs, (viii) impairment of goodwill and intangible assets, and (ix) non-recurring lease-related charges, as applicable. We view acquisition-related expenses when applicable, such as transaction costs and changes in the fair value of contingent consideration liabilities that are directly related to business combinations, as costs that are unpredictable, dependent upon factors outside of our control, and are not necessarily reflective of operational performance during a period.

We believe that excluding restructuring costs, litigation costs, impairment of goodwill and intangible assets, and non-recurring lease-related charges, as applicable, allows for more meaningful comparisons between operating results from period to period as these are separate from the core activities that arise in the ordinary course of our business and are not part of our ongoing operations. We believe Adjusted EBITDA provides investors with useful information on period-to-period performance as evaluated by management and a comparison with our past financial performance, and is useful in evaluating our operating performance compared to that of other companies in our industry, as this metric generally eliminates the effects of certain items that may vary from company to company for reasons unrelated to overall operating performance.

See “Reconciliation of Non-GAAP Financial Measures” below for information regarding the limitations of using our Adjusted EBITDA as a financial measure and for a reconciliation of our net loss to Adjusted EBITDA, the most directly comparable financial measure calculated in accordance with GAAP.

Other Key Metrics

We also regularly monitor and review the number of Platform Clients and Dollar-based Retention Rate as shown in the following tables. We anticipate sunsetting our reporting of these metrics for 2026 and future years, and we anticipate providing new 2026 growth metrics in lieu of these former metrics in the future.

Platform Clients

As of December 31,
202520242023
Platform Clients(1)162130109

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(1) Beginning in January 1, 2025, we have updated the name and definition of this key metric to Platform Clients from DOS Subscription Clients to better reflect the deep, long-standing, multi-faceted relationships we strive to build with the entities we serve.

Since 2016, our primary contracting model is a subscription-based contract for our platform, analytics applications, and professional services. Given how fundamental our platform is to our Solution and because the vast majority of our total revenue is derived from Platform Clients, we believe our Platform Client count is a strong indicator of our market penetration and the growth of our business. Beginning January 1, 2025, we updated the name and definition of this key metric to Platform Clients. In the past, we referred to this metric as DOS Subscription Clients and Platform Subscription Clients.

Platform Clients have historically been defined as clients who directly or indirectly access our platform via a technology subscription contract. Direct access to our platform has included access to our DOS platform, Ignite platform, or Ninja Universe. Indirect access to our platform has included platform module components such as Ignite connectors, Healthcare.AI, Pop Analyzer, IDEA, and other platform components. Given the modularity of our Ignite platform, we anticipate Ignite infrastructure will be included in all of our technology Solutions in the near future and many of our Solutions already include Ignite components. Accordingly, as of January 1, 2025, we defined Platform Clients as: (i) all Platform Clients as of December 31, 2024 under our historical definition (i.e., these clients will be included in our Platform Client count going forward until they cease to have an active subscription as of the end of the period), and (ii) as of January 1, 2025, any technology client that signs contracts with at least $100,000 of incremental total ARR and non-recurring revenue in a given calendar year, inclusive of clients that come through acquisition if we first begin recognizing revenue for the client post-acquisition and that total ARR and non-recurring revenue exceeds $100,000 in that calendar year, so long as such client maintains an active subscription as of the end of the period. Once a client is designated as a Platform Client, it will continue to be a Platform Client unless it is no longer a client with an active subscription as of the end of the period. There are some clients that became Platform Clients before 2025 with total ARR and non-recurring revenue of less than $100,000.

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Given the variety of ways to access our platform and the mix of specific technology Solutions included in a subscription contract, average total ARR and non-recurring revenue for net new Platform Clients can greatly vary, particularly with our recently updated definition of this metric. In a given calendar year, our net new Platform Clients have included clients with (i) total ARR and non-recurring revenue in the expected average range for such year or significantly above the expected average range, driven by the size of the client organization and the bundle of technology and services included in their subscription, and (ii) total ARR and non-recurring revenue meaningfully below the low-end of the expected range for such year, driven primarily by sales of applications bundled with platform module components or with lower starting price points. We expect this trend will continue. For example, in 2024, the highest incremental total ARR and non-recurring revenue from a net new Platform Client was approximately $2 million and some Platform Clients were below our new threshold of $100,000 total ARR and non-recurring revenue. As previously shared, we sometimes pursue lower total ARR and non-recurring revenue contracts as a pilot and/or with the strategy that we can later expand our relationship with these Platform Clients, including through cross-selling efforts.

For 2025, we shared an expected aggregated average total ARR and non-recurring revenue for all net new Platform Clients (2025 Platform Clients) to range between $300,000 and $700,000. Our actual aggregated average total ARR and non-recurring revenue from 2025 Platform Clients was near the midpoint of the expected range. Our total 2025 Platform Clients was 32, which is higher than recent years. We believe the higher number of net new Platform Clients was driven by an improved end market, an improved and more modular platform product in Ignite and its platform components, which can be sold on a standalone basis or easily bundled with applications, and a lower average starting price point, which removes barriers to entry for many health systems.

Dollar-based Retention Rate - New Definition

Year Ended December 31,
20252024
Dollar-based Retention Rate (Tech + TEMS)93%102%

We calculate our Dollar-based Retention Rate as of a period end by starting with the sum of the technology and Tech-Enabled Managed Services (TEMS) ARR from our Platform Clients as of the date 12 months prior to such period end (prior period ARR ). This calculation excludes professional services ARR and non-recurring revenue. We then calculate the sum of the ARR from these same clients as of the current period end (Current period ARR). Current period ARR includes any upsells and also reflects contraction or attrition over the trailing twelve months but excludes ARR from new Platform Clients added in the current period who were not clients at the beginning of such period. This Current period ARR may include acquired ARR from clients (i.e., through acquisition of a company) that overlap with the Platform Clients in a given calendar year. We then divide the Current period ARR by the prior period ARR to arrive at our Dollar-Based Retention Rate for Technology and TEMS. We calculate applicable ARR for each Platform Client as the expected monthly recurring revenue of our clients as of the last day of a period multiplied by 12. Because our primary business model is to contract for our Platform, analytics applications, and TEMS, our Dollar-Based Retention Rate calculated above only includes our Platform Clients. App Clients that do not meet the definition of a Platform Client, which are primarily legacy Medicity, Able Health, Healthfinch, Vitalware, Twistle, KPI Ninja, ARMUS, ERS, Carevive, Lumeon, Intraprise, and Upfront clients, are not included in the Dollar-Based Retention Rate metrics. As it relates to TEMS, we define this cohort of clients as Platform Clients who subscribe to a Tech-Enabled Managed Services contract with the exception of our pilot ambulatory TEMS offering related to specific ambulatory services agreements, which we sunset in 2025 and which is excluded from Dollar-Based Retention Rate calculations in prior, current and future periods. This cohort of technology and TEMS ARR from our Platform Clients represented the majority of our ARR as of December 31, 2025 and 2024.

As noted, our Dollar-based Retention Rate Key Metric excludes App Clients who are not Platform Clients, including clients added through acquisition, as the go-forward technology revenue growth profiles of these businesses may vary from our core Platform Clients. For example, Medicity clients have generated a lower Dollar-based Retention Rate than Platform Clients and we expect flat to declining revenue from Medicity clients in the foreseeable future.

Dollar-based Retention Rate - Legacy Definition

Year Ended December 31,
20242023
Dollar-based Retention Rate (legacy)100%100%

Historically we have calculated our legacy Dollar-based Retention Rate as of a period end by starting with the sum of the technology and professional services ARR from our Platform Clients as of the date 12 months prior to such period end (prior period ARR). We then calculated the sum of the ARR from these same clients as of the current period end (Current period ARR).

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As shown above, under the updated Dollar-based Retention Rate definition, the result was 102% in 2024. This improvement compared to the legacy definition is primarily due to isolating the technology and TEMS portions of our business which are more recurring in nature compared to our non-TEMS professional services contracts.

We determined it was appropriate to make this change as a result of changing trends in the structure of our professional services contracts. For example, in 2024, we saw a dynamic where some of our clients were moving their spend from recurring FTE based subscriptions to project-based work that is more non-recurring in nature. This shift had a negative impact on non-TEMS professional services Dollar-based Retention Rate. We anticipate clients will, in many cases, continue to opt for more non-recurring project-based work rather than FTE subscription contracts, however we anticipate that many clients will opt to continue to engage in these types of non-recurring work over time. These non-recurring, project-based fees are less predictable than our recurring services and can drive fluctuations in quarterly professional services revenues and in our prior definition of the Dollar-based Retention Rate metric as well as in prior period comparisons.

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Reconciliation of Non-GAAP Financial Measures

In addition to our results determined in accordance with GAAP, we believe the following non-GAAP measures are useful in evaluating our operating performance. For example, we exclude stock-based compensation expense because it is non-cash in nature and excluding this expense provides meaningful supplemental information regarding our operational performance and allows investors the ability to make more meaningful comparisons between our operating results and those of other companies. We use the following non-GAAP financial information to evaluate our ongoing operations, as a component in determining employee bonus compensation, and for internal planning and forecasting purposes. We believe that non-GAAP financial information, when taken collectively, may be helpful to investors because it provides consistency and comparability with past financial performance. However, non-GAAP financial information is presented for supplemental informational purposes only, has limitations as an analytical tool, and should not be considered in isolation or as a substitute for financial information presented in accordance with GAAP. In addition, other companies, including companies in our industry, may calculate similarly-titled non-GAAP financial measures differently or may use other measures to evaluate their performance, all of which could reduce the usefulness of our non-GAAP financial measures as tools for comparison. A reconciliation is provided below for each non-GAAP financial measure to the most directly comparable financial measure stated in accordance with GAAP. Investors are encouraged to review the related GAAP financial measures and the reconciliation of these non-GAAP financial measures to their most directly comparable GAAP financial measures, and not to rely on any single financial measure to evaluate our business.

Adjusted gross profit and adjusted gross margin

Gross profit is a GAAP financial measure that is calculated as revenue less cost of revenue, including depreciation and amortization of capitalized software development costs and acquired technology. We calculate gross margin as gross profit divided by our revenue. Adjusted Gross Profit is a non-GAAP financial measure that we define as gross profit, adjusted for (i) depreciation and amortization, (ii) stock-based compensation, (iii) acquisition-related costs, net, and (iv) restructuring costs, as applicable. We define Adjusted Gross Margin as our Adjusted Gross Profit divided by our revenue. We believe Adjusted Gross Profit and Adjusted Gross Margin are useful to investors as they eliminate the impact of certain non-cash expenses and allow a direct comparison of these measures between periods without the impact of non-cash expenses and certain other non-recurring operating expenses. We present both of these measures for our technology and professional services business. We believe these non-GAAP financial measures are useful in evaluating our operating performance compared to that of other companies in our industry, as these metrics generally eliminate the effects of certain items that may vary from company to company for reasons unrelated to overall profitability.

The following is a reconciliation of our Adjusted Gross Profit and Adjusted Gross Margin, in total and for technology and professional services, to gross profit and gross margin, the most directly comparable financial measures calculated in accordance with GAAP, for the years ended December 31, 2025, 2024, and 2023:

Year Ended December 31, 2025
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$208,277$102,859$311,136
Cost of revenue, excluding depreciation and amortization(69,741)(89,720)(159,461)
Amortization of intangible assets, cost of revenue(18,588)(18,588)
Depreciation of property and equipment, cost of revenue(12,731)(12,731)
Gross profit107,21713,139120,356
Gross margin51%13%39%
Add:
Amortization of intangible assets, cost of revenue18,58818,588
Depreciation of property and equipment, cost of revenue12,73112,731
Stock-based compensation8223,6534,475
Acquisition-related costs, net(1)120208328
Restructuring costs(2)8371,7922,629
Adjusted Gross Profit$140,315$18,792$159,107
Adjusted Gross Margin67%18%51%

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(1) Acquisition-related costs, net include deferred retention expenses attributable to the Upfront, Intraprise, ARMUS, and KPI Ninja acquisitions. For additional details refer to Notes 1, 2, and 7 in our consolidated financial statements.

(2) Restructuring costs include severance and other team member costs from workforce reductions and restructuring. For additional details refer to Note 11 in our consolidated financial statements.

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Year Ended December 31, 2024
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$194,852$111,732$306,584
Cost of revenue, excluding depreciation and amortization(67,812)(97,993)(165,805)
Amortization of intangible assets, cost of revenue(16,150)(16,150)
Depreciation of property and equipment, cost of revenue(10,126)(10,126)
Gross profit100,76413,739114,503
Gross margin52%12%37%
Add:
Amortization of intangible assets, cost of revenue16,15016,150
Depreciation of property and equipment, cost of revenue10,12610,126
Stock-based compensation1,7006,0417,741
Acquisition-related costs, net(1)320433753
Restructuring costs(2)79181260
Adjusted Gross Profit$129,139$20,394$149,533
Adjusted Gross Margin66%18%49%

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(1) Acquisition-related costs, net include deferred retention expenses attributable to the Lumeon, Carevive, ARMUS, and KPI Ninja acquisitions. For additional details refer to Notes 1, 2, and 7 in our consolidated financial statements.

(2) Restructuring costs include severance and other team member costs from workforce reductions and restructuring. For additional details refer to Note 11 in our consolidated financial statements.

Year Ended December 31, 2023
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$187,583$108,355$295,938
Cost of revenue, excluding depreciation and amortization(62,474)(101,631)(164,105)
Amortization of intangible assets, cost of revenue(18,742)(18,742)
Depreciation of property and equipment, cost of revenue(9,089)(9,089)
Gross profit97,2786,724104,002
Gross margin52%6%35%
Add:
Amortization of intangible assets, cost of revenue18,74218,742
Depreciation of property and equipment, cost of revenue9,0899,089
Stock-based compensation1,8667,3699,235
Acquisition-related costs, net(1)273391664
Restructuring costs(2)4961,8322,328
Adjusted Gross Profit$127,744$16,316$144,060
Adjusted Gross Margin68%15%49%

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(1) Acquisition-related costs, net include deferred retention expenses attributable to the ARMUS, KPI Ninja, and Twistle acquisitions. For additional details refer to Notes 1, 2, and 7 in our consolidated financial statements.

(2) Restructuring costs include severance and other team member costs from workforce reductions and restructuring. For additional details refer to Note 11 in our consolidated financial statements.

Technology gross margin decreased from 52% for the year ended December 31, 2024 to 51% for the year ended December 31, 2025. Adjusted Technology Gross Margin increased from 66% for the year ended December 31, 2024 to 67% for the year ended December 31, 2025. This technology gross margin and Adjusted Technology Gross Margin year-over-year changes were mainly driven by existing clients paying higher technology access fees from contractual, built-in escalators, without a corresponding increase in hosting costs, new or acquired revenue from higher margin application deals, and savings from our recent reductions in force, partially offset by costs associated with migrating a subset of DOS clients to Health Catalyst Ignite and Ninja Universe deployment costs incurred prior to the commencement of revenue recognition.

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The technology gross margin year-over-year change was also negatively impacted by increased intangible amortization from recent acquisitions and increased depreciation of capitalized internal use software costs.

We expect technology gross margin and Adjusted Technology Gross Margin to fluctuate and potentially decline in the near term, primarily due to additional costs associated with the ongoing transition of DOS clients to Health Catalyst Ignite and Ninja Universe deployment costs incurred prior to the commencement of revenue recognition, which typically begins six months or more following contract signing.

Professional services gross margin increased from 12% for the year ended December 31, 2024 to 13% for the year ended December 31, 2025. Adjusted Professional Services Gross Margin remained constant at 18% for the years ended December 31, 2024 and 2025. Our professional services are comprised of data and analytics services, domain expertise services, TEMS, and implementation services. The delivery mix among all of our services in a given period can lead to fluctuations in our professional services gross margin and Adjusted Professional Services Gross Margin.

Total gross margin increased from 37% for the year ended December 31, 2024, to 39% for the year ended December 31, 2025. Total Adjusted Gross Margin increased from 49% for the year ended December 31, 2024 to 51% for the year ended December 31, 2025. We expect total gross margin and total Adjusted Gross Margin to fluctuate in the near term, but improve over the long term, primarily due to a mix shift to a greater proportion of technology revenue as well as anticipated improvement in technology and professional services gross margins over the long-term.

Adjusted EBITDA

Adjusted EBITDA is a non-GAAP financial measure that we define as net loss adjusted for (i) interest and other (income) expense, net, (ii) income tax provision (benefit), (iii) depreciation and amortization, (iv) stock-based compensation, (v) acquisition-related costs, net, including the change in fair value of contingent consideration liabilities for potential earn-out payments, (vi) litigation costs, (vii) restructuring costs, (viii) impairment of goodwill and intangible assets, and (ix) non-recurring lease-related charges, as applicable. We view acquisition-related expenses when applicable, such as transaction costs and changes in the fair value of contingent consideration liabilities that are directly related to business combinations, as costs that are unpredictable, dependent upon factors outside of our control, and are not necessarily reflective of operational performance during a period. We believe that excluding litigation costs, restructuring costs, impairment of goodwill and intangible assets, and non-recurring lease-related charges, as applicable, allows for more meaningful comparisons between operating results from period to period as these are separate from the core activities that arise in the ordinary course of our business and are not part of our ongoing operations. We believe Adjusted EBITDA provides investors with useful information on period-to-period performance as evaluated by management and a comparison with our past financial performance, and is useful in evaluating our operating performance compared to that of other companies in our industry, as this metric generally eliminates the effects of certain items that may vary from company to company for reasons unrelated to overall operating performance.

Our Adjusted EBITDA improved year-over-year as a result of our revenue growth and cost reduction initiatives as well as the timing of some non-headcount expenses. We generally expect annual Adjusted EBITDA to continue to improve going forward, although the near-term growth will likely be slower compared to the growth rates experienced in the last few years and our Adjusted EBITDA may fluctuate from quarter to quarter as a result of the timing of non-recurring revenue and the seasonality of certain operating costs.

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The following is a reconciliation of our Adjusted EBITDA to net loss, the most directly comparable financial measure calculated in accordance with GAAP, for the years ended December 31, 2025, 2024, and 2023:

Year Ended December 31,
202520242023
(in thousands)
Net loss$(177,974)$(69,502)$(118,147)
Add:
Interest and other expense (income), net16,404(637)(9,106)
Income tax provision716333356
Depreciation and amortization50,50041,43142,223
Stock-based compensation27,01240,12855,756
Acquisition-related costs, net(1)(2,086)10,0645,757
Litigation costs(2)21,279
Restructuring costs(3)9,7132,0888,822
Impairment of goodwill and intangible assets(4)110,223
Non-recurring lease-related charges(5)6,9002,2004,081
Adjusted EBITDA$41,408$26,105$11,021

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(1)Acquisition-related costs, net include third-party fees associated with due diligence, deferred retention expenses, post-acquisition restructuring costs incurred as part of business combinations, and changes in fair value of contingent consideration liabilities for potential earn-out payments. For additional details refer to Notes 1, 2, and 7 in our consolidated financial statements.

(2)Litigation costs include costs related to litigation that are outside the ordinary course of our business. For additional details, refer to Note 16 in our consolidated financial statements.

(3)Restructuring costs include severance and other team member costs from workforce reductions and restructuring, impairment of discontinued capitalized software projects, and other miscellaneous charges. For additional details, refer to Note 11 in our consolidated financial statements.

(4)Impairment of goodwill and intangible assets was recognized as a result of impairment indicators and quantitative tests indicating the fair values of the Technology and the Professional Services reporting units were below their respective carrying values as of June 30, 2025 and December 31, 2025. For additional details, refer to Note 4 in our consolidated financial statements.

(5)Non-recurring lease-related charges include lease-related impairment charges for the subleased portion of our office space. For additional details refer to Note 9 in our consolidated financial statements.

Key Factors Affecting Our Performance

We believe that our future growth, success, and performance are dependent on many factors, including those set forth below. While these factors present significant opportunities for us, they also represent the challenges that we must successfully address in order to grow our business and improve our results of operations.

•Impact of challenging macroeconomic environment, including high inflation, high interest rates, uncertainty with tariffs, cuts in Medicaid and research funding, regional or global conflicts (including the conflicts in the Middle East), the tight labor market or the market volatility and measures taken in response thereto. Recent macroeconomic challenges (including the high levels of inflation, high interest rates, uncertainty with tariffs, cuts in Medicaid and research funding, regional or global conflicts (including conflicts in the Middle East), or market volatility and measures taken in response thereto) and the tight labor market continue to adversely affect workforces, organizations, governments, clients, economies, and financial markets globally, leading to an economic downturn and increased market volatility. These challenges have also disrupted the normal operations of many businesses, including ours. Our health system end market recently experienced meaningful financial strain from significant inflation. In particular, the health system end market experienced increases in labor and supply costs without a commensurate increase in revenue, leading to significant margin pressure. We are also continuing to monitor the implications of any policy developments around Medicaid and research funding reductions, including the OBBBA, which has and could continue to negatively impact our end market, as well as implications of the evolving tariff landscape. These uncertainties in our end market have caused and could cause further potential delays in client decisions, which has and could continue to negatively affect our business and results of operations.

•Add new clients. We believe our ability to increase our client base will enable us to drive growth. Our potential client base is generally in the early stages of data and analytics adoption and maturity. We expect to further penetrate the market over time as potential clients invest in commercial data and analytics solutions. As one of the first data platform and analytics vendors focused specifically on healthcare organizations, we have an early-mover advantage and strong brand awareness. Our clients are large, complex organizations who typically have long procurement cycles, which, as a result, may lead to challenges with adding new Platform Clients.

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•Leverage recent product and services offerings to drive expansion. We believe that our ability to expand within our client base will enable us to drive growth. Over the last few years, we have developed and deployed several new analytics applications, including PowerCosting (formerly known as CORUS), PowerLabor, Touchstone, Patient Safety Monitor, Pop Analyzer (formerly known as Population Builder), Value Optimizer, and others. Because we are in the early stages of certain of our applications’ lifecycles and maturity, we do not have enough information to know the impact on revenue growth by upselling these applications and associated services to current and new clients.

•Impact of acquisitions. We have acquired multiple companies over the last few years, including Medicity in June 2018, Able Health in February 2020, Healthfinch in July 2020, Vitalware in September 2020, Twistle in July 2021, KPI Ninja in February 2022, ARMUS in April 2022, ERS in October 2023, Carevive in May 2024, Lumeon in August 2024, Intraprise in November 2024, and Upfront in January 2025. The historical and go-forward revenue growth profiles of these businesses may vary from our core Platform Clients, which can positively or negatively impact our overall growth rate. For example, Medicity clients have generally generated a lower dollar-based retention rate than Platform Clients and we expect declining revenue from Medicity clients in the foreseeable future. As we integrate the teams acquired via our more recent acquisitions, we have also incurred integration-related costs and duplicative costs that could impact our operating cost profile in the near term.

•Changing revenue mix. Our technology and professional services offerings have materially different gross margin profiles. While our professional services offerings help our clients achieve measurable improvements and make them stickier, they have lower gross margins than our technology revenue. In 2025, our technology revenue and professional services revenue represented 67% and 33% of total revenue, respectively. Changes in our percentage of revenue attributable to Technology and Professional Services would impact future gross margin and Adjusted Gross Margin. Furthermore, changes within the types of professional services we offer over time can have a material impact on our Adjusted Professional Services Gross Margin, impacting our future gross margin and Total Adjusted Gross Margin. See “Reconciliation of Non-GAAP Financial Measures” above for more information.

•Migration to Health Catalyst Ignite. We are in the process of migrating our DOS clients to Ignite. These migrations have and will continue to result in higher cost of technology revenue, which will negatively impact Adjusted Technology Gross Margin. Over time we anticipate that the migration to Ignite will benefit Adjusted Technology Gross Margin. We experienced Dollar-Based Retention Rate pressure in 2025 due to the ongoing migration efforts, and we expect to face similar pressure through 2026. An Ignite migration can take a variety of forms, including a client's migration from our DOS platform to the Ignite platform, the incorporation of Ignite componentry into a specific Solution that is deployed to all clients using that Solution, or our deeming a Solution using our latest technology to be part of Ignite (our latest technology) because we do not plan to devote additional professional service or R&D resources to adding Ignite componentry to the Solution. Some client migrations require us to devote resources (including R&D and/or professional services) to enable the migration. For example, long-standing clients' migration from the DOS platform to the Ignite platform is generally more resource intensive and more complex. These complex relationships generally include higher revenue. We expect those complex migrations will generally take more time to complete and may be some of the last migrations we complete. Approximately two-thirds of DOS client migrations were complete by the end of 2025, including the vast majority of modular DOS migrations. Some migrations may require re-contracting to enable a client's migration to Ignite, including due to different consumption-based pricing models. Other Solutions require very little to no company resources to enable the migration, including Solutions that we deem to be part of Ignite because the Solution is using our latest technology and we do not have current plans to devote resources to add Ignite componentry to the Solution. We consider an Ignite migration to be complete for a given client if (i) we do not anticipate any additional professional services or R&D resources required to enable the Ignite migration for the client, and (ii) we have no plans to re-contract with the client for the purpose of enabling its Ignite migration. There may be instances in which we expect the client to remain on our legacy technology for the foreseeable future. In those instances, we would exclude the client from the denominator and numerator when calculating the percentage of completed Ignite migrations. While we anticipate making meaningful progress on the Ignite migrations by the end of the first half of 2026, as communicated in 2025, we have adjusted our timeline and approach to be more client-centric, recognizing that some organizations prefer to remain on DOS for the near-to-medium term. We are committed to providing more flexibility and meeting clients where they are and we expect this approach will improve client experience and our Dollar-Based Retention Rate.

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Recent Acquisitions

Upfront Healthcare, Inc.

On January 22, 2025, we acquired Upfront Healthcare Services, Inc. (Upfront), a next-generation patient engagement platform provider. We accounted for the acquisition of Upfront as a business combination. The acquisition consideration transferred was $80.0 million and was comprised of net cash consideration of $41.1 million, shares of our common stock with an aggregate acquisition-date fair value of $31.6 million, and contingent consideration based on certain earn-out performance targets for Upfront during an earn-out period ending on December 31, 2026, with an acquisition-date fair value of $7.3 million, that, if achieved, would be paid 62.5% in common stock and 37.5% in cash. Certain Upfront shareholders also received shares of our common stock subject to revesting that are accounted for as post-acquisition stock-based compensation. The purchase resulted in Health Catalyst acquiring 100% ownership in Upfront.

Intraprise Health, LLC.

On November 8, 2024, we acquired Intraprise Health, LLC. (Intraprise), a leading provider of data and analytics technology and services to healthcare organizations. We accounted for the acquisition of Intraprise as a business combination. The acquisition consideration transferred was $44.9 million and was comprised of net cash consideration of $25.4 million and shares of our common stock with an aggregate acquisition date fair value of $19.5 million. The purchase resulted in Health Catalyst acquiring 100% ownership in Intraprise.

Lumeon Ltd.

On August 1, 2024, we acquired Lumeon Ltd. (Lumeon), a digital health company dedicated to helping provider organizations mend broken care coordination processes through automated care orchestration. We accounted for the acquisition of Lumeon as a business combination. The acquisition consideration transferred was $39.8 million and was comprised of net cash consideration of $36.2 million, shares of our common stock with an aggregate acquisition date fair value of $2.9 million, and contingent consideration based on certain earn-out performance targets for Lumeon during an earn-out period that ended on June 30, 2025, with an acquisition-date fair value of $0.7 million. The purchase resulted in Health Catalyst acquiring 100% ownership in Lumeon.

Carevive Systems, Inc.

On May 24, 2024, we acquired Carevive Systems, Inc. (Carevive), a leading oncology-focused health technology company centered on understanding and improving the experience of patients with cancer. We accounted for the acquisition of Carevive as a business combination. The acquisition consideration transferred was $22.1 million and was comprised of net cash consideration of $18.6 million, shares of our common stock with an aggregate acquisition date fair value of $2.6 million, and contingent consideration based on certain earn-out performance targets for Carevive during an earn-out period that ended on June 30, 2025, with an acquisition-date fair value of $0.9 million. The purchase resulted in Health Catalyst acquiring 100% ownership in Carevive.

Electronic Registry Systems, Inc.

On October 2, 2023, we acquired Electronic Registry Systems, Inc. (ERS), a cloud-based provider of clinical registry development and data management software focused on oncology with advanced data analytics expertise. We accounted for the acquisition of ERS as a business combination. The acquisition consideration transferred was comprised of net cash consideration of $11.4 million. The ERS shareholders also received Health Catalyst common shares subject to revesting that are accounted for as post-acquisition stock-based compensation. The purchase resulted in Health Catalyst acquiring 100% ownership in ERS.

Components of Our Results of Operations

Revenue

We derive our revenue from sales of technology and professional services. For the years ended December 31, 2025, 2024, and 2023, technology revenue represented 67%, 64%, and 63% of total revenue, respectively, and professional services revenue represented 33%, 36%, and 37% of total revenue, respectively.

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We expect our near-term revenue growth to be negatively impacted by policy developments around Medicaid and research funding reductions, which will likely create additional financial strain for many of our clients and prospective clients. We also expect near-term headwinds to revenue, including a reduction in TEMS revenue due to down-selling and our exit from certain lower-margin TEMS arrangements, a reduction in technology revenue related to migrating DOS clients to Health Catalyst Ignite, and the timing of non-recurring revenue driven by the timing of project completions.

Technology revenue. Technology revenue primarily consists of subscription fees charged to clients for access to use our Platform and analytics applications. We provide clients access to our technology through either an all-access or limited-access, modular subscription. Most of our subscription contracts are cloud-based and generally have a three- or five-year term, of which many are terminable after one year upon 90 days’ notice. The vast majority of our Platform Client subscription contracts have built-in annual escalators for technology access fees. Also included in technology revenue is the maintenance and support we provide, which generally includes updates and support services.

Professional services revenue. Professional services revenue primarily includes analytics services, domain expertise services, TEMS, and implementation services. Professional services arrangements typically include a fee for making FTE services available to our clients on a monthly basis or a fixed fee for a scope of work. FTE services generally consist of a blend of analytic engineers, analysts, and data scientists based on the domain expertise needed to best serve our clients.

Deferred revenue

Deferred revenue consists of client billings in advance of revenue being recognized from our technology and professional services arrangements. We primarily invoice our clients for technology arrangements annually or quarterly in advance. Amounts anticipated to be recognized within one year of the balance sheet date are recorded as deferred revenue and the remaining portion is recorded as deferred revenue, net of current portion on our consolidated balance sheets.

Cost of revenue, excluding depreciation and amortization

Cost of technology revenue. Cost of technology revenue primarily consists of costs associated with hosting and supporting our technology, including third-party cloud computing and hosting costs, license and revenue share fees, contractor costs, and salary and related personnel costs for our cloud services and support teams.

We anticipate cost of technology revenue as a percentage of technology revenue will generally decrease over the long term. However, we expect cost of technology revenue as a percentage of technology revenue to fluctuate and potentially increase in the near term, primarily due to additional costs associated with migrating DOS clients to Health Catalyst Ignite.

Cost of professional services revenue. Cost of professional services revenue consists primarily of costs related to delivering our team’s expertise in analytics, strategic advisory, improvement, and implementation services. These costs primarily include salary and related personnel costs, travel-related costs, and outside contractor costs. The 2023 Restructuring Plan, the January 2025 Restructuring Plan, and the August 2025 Restructuring Plan have reduced our ongoing cost of professional services revenue. Our cost of professional services revenue may fluctuate as a percentage of our revenue from period to period due to the timing and extent of non-recurring professional services arrangements.

Operating expense

Sales and marketing. Sales and marketing expenses primarily include salary and related personnel costs for our sales, marketing, and account management teams, lead generation, marketing events, including our Healthcare Analytics Summit, marketing programs, and outside contractor costs associated with the sale and marketing of our offerings. We plan to continue to invest in sales and marketing to grow our client base, expand in new markets, and increase our brand awareness. The trend and timing of sales and marketing expenses will depend in part on the timing of our expansion into new markets and marketing campaigns. Our sales and marketing expenses may fluctuate as a percentage of our revenue from period to period due to the timing and extent of these expenses.

Research and development. Research and development expenses primarily include salary and related personnel costs for our data platform and analytics applications teams, subscriptions, and outside contractor costs associated with the development of products. We have developed an open, flexible, and scalable data platform. We plan to continue to invest in research and development to develop new solutions and enhance our applications library. The 2023 Restructuring Plan, the January 2025 Restructuring Plan, and the August 2025 Restructuring Plan increased our research and development expenses in the first quarter of 2024, the first quarter of 2025, and third quarter of 2025, respectively, due to severance costs, but we expect that the reduction in headcount will reduce future, ongoing research and development expenses.

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Our research and development expenses may fluctuate as a percentage of our revenue from period to period due to the nature, timing, and extent of these expenses.

General and administrative. General and administrative expenses primarily include salary and related personnel costs for our legal, finance, people operations, IT, and other administrative teams, including certain executives. General and administrative expenses also include facilities, subscriptions, corporate insurance, outside legal, accounting, directors’ fees, and the change in fair value of contingent consideration liabilities. Our general and administrative expenses may fluctuate as a percentage of our revenue from period to period due to the timing and extent of these expenses, including due to restructuring initiatives.

Depreciation and amortization. Depreciation and amortization expenses are primarily attributable to our capital investment and consist of fixed asset depreciation, amortization of intangibles considered to have definite lives, and amortization of capitalized internal-use software costs.

Impairment of goodwill and intangible assets. Goodwill is assessed for impairment annually on October 31 or more frequently if indicators of impairment are present or circumstances suggest that impairment may exist. If the carrying amount of the reporting unit exceeds its fair value, we recognize a goodwill impairment charge for the amount by which the carrying amount exceeds the reporting unit’s fair value. Long-lived assets, including intangible assets, are also tested for recoverability as indicators of impairment arise, and if the carrying amount of an asset group is deemed not recoverable, we recognize a long-lived asset impairment charge based on the the asset group's fair value compared to its carrying amount.

Interest and other (expense) income, net

Interest and other (expense) income, net primarily consists of interest expense from our debt arrangements offset by income from our investment holdings. Interest expense is primarily attributable to the Convertible Senior Notes and Credit Agreement and also includes the amortization of deferred financing costs related to our debt arrangements.

Income tax provision

Income tax provision consists of U.S. federal, state, and foreign income taxes. Because of the uncertainty of the realization of the deferred tax assets, we have a full valuation allowance for our net deferred tax assets, including net operating loss carryforwards (NOLs) and tax credits related primarily to research and development.

As of December 31, 2025, we had federal and state NOLs of $787.8 million and $647.7 million, respectively, which will begin to expire for federal and state tax purposes in 2032 and 2026, respectively. Our existing NOLs may be subject to limitations arising from ownership changes and, if we undergo an ownership change in the future, our ability to utilize our NOLs and tax credits could be further limited by Sections 382 and 383 of the Code. Future changes in our stock ownership, many of which are outside of our control, could result in an ownership change under Sections 382 and 383 of the Code. Our NOLs and tax credits may also be limited under similar provisions of state law.

On July 4, 2025, President Trump signed the OBBBA into law. The OBBBA includes numerous changes to existing tax law including extending or making permanent certain business and international tax measures initially established under the 2017 Tax Cuts and Jobs Act, which were set to expire. The OBBBA includes provisions providing current deductibility of certain property additions, limitations on interest deductions based on a tax EBITDA framework, and current deductibility of domestic research and development costs. These provisions are generally effective beginning in 2025, and we anticipate they will partially defer our income tax payments in future years and will not have a material impact on our effective tax rate in the near-term.

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Results of Operations

The following tables set forth our consolidated results of operations data and such data as a percentage of total revenue for each of the periods indicated:

Year Ended December 31,
202520242023
(in thousands)
Revenue:
Technology$208,277$194,852$187,583
Professional services102,859111,732108,355
Total revenue311,136306,584295,938
Cost of revenue, excluding depreciation and amortization shown below:
Technology(1)(2)(3)69,74167,81262,474
Professional services(1)(2)(3)89,72097,993101,631
Total cost of revenue, excluding depreciation and amortization159,461165,805164,105
Operating expenses:
Sales and marketing(1)(2)(3)52,47754,38767,321
Research and development(1)(2)(3)49,77057,95072,627
General and administrative(1)(2)(3)(4)(5)49,55956,81776,559
Depreciation and amortization50,50041,43142,223
Impairment of goodwill and intangible assets110,223
Total operating expenses312,529210,585258,730
Loss from operations(160,854)(69,806)(126,897)
Interest and other (expense) income, net(16,404)6379,106
Loss before income taxes(177,258)(69,169)(117,791)
Income tax provision716333356
Net loss$(177,974)$(69,502)$(118,147)

__________________

(1)Includes stock-based compensation expense, as follows:

Year Ended December 31,
202520242023
Stock-Based Compensation Expense:(in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology$822$1,700$1,866
Professional services3,6536,0417,369
Sales and marketing7,86612,12020,982
Research and development3,7437,69611,213
General and administrative10,92812,57114,326
Total$27,012$40,128$55,756

(2)Includes acquisition-related costs, net, as follows:

Year Ended December 31,
202520242023
Acquisition-related costs, net:(in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology$120$320$273
Professional services208433391
Sales and marketing421791697
Research and development366703787
General and administrative(3,201)7,817(2,316)
Total$(2,086)$10,064$(168)

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(3)Includes restructuring costs, as follows:

Year Ended December 31,
202520242023
Restructuring costs:(in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology$837$79$496
Professional services1,7921811,832
Sales and marketing2,5054492,415
Research and development3,3174433,337
General and administrative1,262936742
Total$9,713$2,088$8,822

(4)Includes litigation costs, as follows:

Year Ended December 31,
202520242023
Litigation costs:(in thousands)
General and administrative$$$21,279

(5)Includes non-recurring lease-related charges, as follows:

Year Ended December 31,
202520242023
Non-recurring lease-related charges:(in thousands)
General and administrative$6,900$2,200$4,081
Year Ended December 31,
202520242023
Revenue:
Technology67%64%63%
Professional services333637
Total revenue100100100
Cost of revenue, excluding depreciation and amortization shown below:
Technology222221
Professional services293234
Total cost of revenue, excluding depreciation and amortization515455
Operating expenses:
Sales and marketing171823
Research and development161925
General and administrative161926
Depreciation and amortization171415
Impairment of goodwill and intangible assets35
Total operating expenses1017089
Loss from operations(52)(24)(44)
Interest and other (expense) income, net(5)13
Loss before income taxes(57)(23)(41)
Income tax provision
Net loss(57)%(23)%(41)%

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Discussion of the Years Ended December 31, 2025 and 2024

Revenue

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
Revenue:
Technology$208,277$194,852$13,4257%
Professional services102,859111,732(8,873)(8)%
Total revenue$311,136$306,584$4,5521%
Percentage of revenue:
Technology67%64%
Professional services33%36%
Total100%100%

Total revenue was $311.1 million for the year ended December 31, 2025, compared to $306.6 million for the year ended December 31, 2024, an increase of $4.6 million, or 1%.

Technology revenue was $208.3 million, or 67% of total revenue, for the year ended December 31, 2025, compared to $194.9 million, or 64% of total revenue, for the year ended December 31, 2024. The technology revenue increase was primarily related to growth from new and acquired clients, revenue from existing clients paying higher technology access fees from contractual, annual escalators, and new offerings of expanded support services, partially offset by elevated churn levels primarily from the migration of DOS clients to Ignite.

Professional services revenue was $102.9 million, or 33% of total revenue, for the year ended December 31, 2025, compared to $111.7 million, or 36% of total revenue, for the year ended December 31, 2024. The professional services revenue decrease was primarily due to lower utilization rates in our professional services organization, our exit of unprofitable pilot ambulatory operations TEMS, and churn of some FTE-based arrangements.

Cost of revenue, excluding depreciation and amortization

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
Cost of revenue, excluding depreciation and amortization:
Technology$69,741$67,812$1,9293%
Professional services89,72097,993(8,273)(8)%
Total cost of revenue, excluding depreciation and amortization$159,461$165,805$(6,344)(4)%
Percentage of total revenue51%54%

Cost of technology revenue, excluding depreciation and amortization, was $69.7 million for the year ended December 31, 2025, compared to $67.8 million for the year ended December 31, 2024, an increase of $1.9 million, or 3%. The increase was primarily due to a $3.1 million increase in cloud computing and hosting costs largely from the expanded use of Microsoft Azure to serve existing and new clients, a $1.3 million increase in dues and subscriptions with various vendors, a $0.8 million increase in severance costs related to the January 2025 Restructuring Plan and the August 2025 Restructuring Plan, partially offset by a $2.6 million decrease in recurring salary and related personnel costs related to our restructuring activities and a $0.9 million decrease in stock-based compensation expense.

Cost of professional services revenue was $89.7 million for the year ended December 31, 2025, compared to $98.0 million for the year ended December 31, 2024, a decrease of $8.3 million, or 8%. The decrease was primarily due to a $7.4 million decrease in recurring salary and related personnel costs related to our restructuring activities and a $2.4 million decrease in stock-based compensation, partially offset by a $1.6 million increase in severance costs related to the January 2025 Restructuring Plan and the August 2025 Restructuring Plan.

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Operating Expenses

Sales and marketing

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
Sales and marketing$52,477$54,387$(1,910)(4)%
Percentage of total revenue17%18%

Sales and marketing expenses were $52.5 million for the year ended December 31, 2025, compared to $54.4 million for the year ended December 31, 2024, a decrease of $1.9 million, or 4%. The decrease was primarily due to a $4.3 million decrease in stock-based compensation, and a $1.2 million decrease in contractor costs. These decreases were partially offset by a $2.1 million increase in severance costs related to the January 2025 Restructuring Plan and the August 2025 Restructuring Plan and a $1.1 million increase in recurring salary and related personnel costs.

Sales and marketing expense as a percentage of total revenue decreased from 18% in the year ended December 31, 2024 to 17% in the year ended December 31, 2025.

Research and development

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
Research and development$49,770$57,950$(8,180)(14)%
Percentage of total revenue16%19%

Research and development expenses were $49.8 million for the year ended December 31, 2025, compared to $58.0 million for the year ended December 31, 2024, a decrease of $8.2 million, or 14%. The decrease was primarily due to a $6.1 million decrease in recurring salary and related personnel costs related to our restructuring activities and a $4.0 million decrease in stock-based compensation, partially offset by a $2.9 million increase in severance costs related to the January 2025 Restructuring Plan and the August 2025 Restructuring Plan.

Research and development expense as a percentage of revenue decreased from 19% in the year ended December 31, 2024 to 16% in the year ended December 31, 2025.

General and administrative

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
General and administrative$49,559$56,817$(7,258)(13)%
Percentage of total revenue16%19%

General and administrative expenses were $49.6 million for the year ended December 31, 2025, compared to $56.8 million for the year ended December 31, 2024, a decrease of $7.3 million, or 13%. The decrease was primarily due to a $11.0 million decrease in acquisition-related costs, net and a $2.1 million decrease in stock-based compensation. These decreases were partially offset by a $4.7 million increase in lease-related impairment charges and a $0.7 million increase in dues and subscription costs with various vendors.

General and administrative expense as a percentage of revenue decreased from 19% in the year ended December 31, 2024 to 16% in the year ended December 31, 2025.

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Depreciation and amortization

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
Depreciation and amortization$50,500$41,431$9,06922%
Percentage of total revenue17%14%

Depreciation and amortization expenses were $50.5 million for the year ended December 31, 2025, compared to $41.4 million for the year ended December 31, 2024, an increase of $9.1 million, or 22%. This increase was primarily due to an increase in intangible assets related to our business combinations.

Depreciation and amortization expense as a percentage of revenue increased from 14% for the year ended December 31, 2024 to 17% for the year ended December 31, 2025.

Impairment of goodwill and intangible assets

During the year ended December 31, 2025, we observed overall declines in our stock price and market capitalization, which led to our conclusion that an impairment triggering event had occurred and therefore we performed quantitative long-lived asset and goodwill impairment tests that resulted in total non-cash intangible asset impairment and goodwill impairment charges of $4.8 million and $105.4 million, respectively.

Interest and other (expense) income, net

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
Interest income$7,535$17,982$(10,447)(58)%
Interest expense(24,254)(17,086)(7,168)(42)%
Other income (expense)315(259)574n/m(1)
Total interest and other (expense) income, net$(16,404)$637$(17,041)n/m(1)

_______________________________

(1)Not meaningful

Interest and other (expense) income, net decreased $17.0 million, for the year ended December 31, 2025 compared to the year ended December 31, 2024. This change is primarily due to a $7.1 million increase in interest expense related to our credit agreement with Silver Point Finance, LLC and a $10.4 million decrease in interest income on our short-term investments and cash equivalents.

Income tax provision

Year Ended December 31,
20252024$ Change% Change
(in thousands, except percentages)
Income tax provision$716$333$383115%

Our income tax provision consists of current and deferred taxes for U.S. federal, state, and foreign income taxes. As we have a full valuation allowance on our net deferred tax assets, our income tax provision typically consists primarily of minimal state and foreign income taxes, which is the case for the years ended December 31, 2025 and 2024. Our income tax provision increased $0.4 million, for the year ended December 31, 2025 compared to the year ended December 31, 2024, primarily due to increased foreign research and development activities in India.

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Liquidity and Capital Resources

As of December 31, 2025, we had cash, cash equivalents, and short-term investments of $95.7 million, which were held for working capital and other general corporate purposes, which may include, among other things, strategic transactions, such as share repurchases and debt reduction. Our cash equivalents and short-term investments are comprised primarily of money market funds, U.S. treasury notes, commercial paper, corporate bonds, and U.S. agency securities.

Since inception, we have financed our operations primarily from the proceeds we received through private sales of equity securities, payments received from clients under technology and professional services arrangements, borrowings under our loan and security agreements (including our Credit Agreement described below), our IPO, the Note Offering, and the Secondary Public Equity Offering. Our future capital requirements will depend on many factors, including our pace of new client growth and expanded client relationships, technology and professional services renewal activity, and the timing and extent of spend to support the expansion of sales, marketing, development, share repurchases, and acquisition-related activities. In the event that additional financing is required from outside sources, we may not be able to raise it on terms acceptable to us, or at all. If we are unable to raise additional capital when desired, our business, results of operations, and financial condition would be adversely affected.

We believe our existing cash, cash equivalents and marketable securities will be sufficient to meet our working capital and capital expenditure needs over at least the next 12 months, though we may require additional capital resources in the future.

Credit Agreement

On July 16, 2024 (the Closing Date), we entered into a credit agreement with Silver Point Finance, LLC as administrative agent and collateral agent, and the lenders from time to time party thereto (Credit Agreement). The Credit Agreement provides a five-year term loan facility in an aggregate principal amount of up to $225 million, consisting of an initial term loan in the aggregate principal amount of $125 million, which was funded on the Closing Date, and a delayed draw term loan facility in the aggregate principal amount of $100 million, which was undrawn on the Closing Date.

We had the option to draw up to $40.0 million under the delayed draw facility within six months after the Closing Date and on October 29, 2024, we drew an additional principal amount of $37.7 million. We also had the option to draw up to an additional $60.0 million under the delayed draw facility within eighteen months after the Closing Date, but did not utilize this to draw down any additional debt. Borrowings under the Credit Agreement bear interest at a rate per annum equal to the secured overnight financing rate (SOFR) plus 6.5%. Commencing with the quarter ended December 31, 2024, we are required to make quarterly principal payments in an amount equal to 0.25% of the aggregate original principal amount. The final maturity date of the term loans is July 16, 2029.

We used a portion of the net proceeds from the initial term loan together with cash on hand to repay in full the outstanding principal and accrued interest on our 2.50% Convertible Senior Notes due 2025 at maturity on April 14, 2025 and we expect to use the remaining net proceeds from the initial term loan for working capital and general corporate purposes. We used proceeds from the delayed draw term loan facility to fund our inorganic growth strategy through permitted acquisitions (including deferred purchase price or similar arrangements related thereto) and to pay fees, costs, and expenses in connection therewith.

Refer to “Note 10—Debt” of our consolidated financial statements for additional details regarding the Credit Agreement.

Share repurchase plan

In August 2022, our board of directors authorized a share repurchase program to repurchase up to $40.0 million of our outstanding shares of common stock (Share Repurchase Plan). During the year ended December 31, 2025, we repurchased and retired 1,103,601 shares of our common stock for $5.0 million at an average purchase price of $4.51 per share. The total remaining authorization for future shares of common stock repurchases under our Share Repurchase Plan is $24.8 million as of December 31, 2025.

Convertible senior notes

On April 14, 2020, we issued $230.0 million in aggregate principal amount of 2.50% Convertible Senior Notes due 2025 (the Notes), pursuant to an Indenture dated April 14, 2020, with U.S. Bank National Association, as trustee, in a private offering to qualified institutional buyers. We received net proceeds from the sale of the Notes of $222.5 million, after deducting the initial purchasers’ discounts and offering expenses payable by us. The Notes were senior, unsecured obligations and accrued interest payable semiannually in arrears on April 15 and October 15 of each year, beginning on October 15, 2020, at a rate of 2.50% per year. The Notes were fully repaid in cash at maturity on April 14, 2025. Refer to Note 10—Debt to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for additional details regarding maturity of the Notes.

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Cash flows

The following table summarizes our cash flows for the years ended December 31, 2025, 2024, and 2023:

Year Ended December 31,
202520242023
(in thousands)
Net cash provided by (used in) operating activities$731$14,559$(33,080)
Net cash provided by (used in) investing activities36,193(22,902)20,293
Net cash (used in) provided by financing activities(235,782)151,7462,730
Effect of exchange rate changes on cash and cash equivalents27(34)21
Net (decrease) increase in cash and cash equivalents$(198,831)$143,369$(10,036)

Operating activities

Our largest source of operating cash flows is cash collections from our clients for technology and professional services arrangements. Our primary uses of cash from operating activities are for employee-related expenses, marketing expenses, and technology costs.

For the year ended December 31, 2025, net cash provided by operating activities was $0.7 million, which included a net loss of $178.0 million. Non-cash charges primarily consisted of $110.2 million in impairment of goodwill and intangible assets, $50.5 million in depreciation and amortization, $27.0 million in stock-based compensation, $3.7 million related to the amortization of debt discount, issuance costs, and deferred financing costs, and $6.9 million in impairment of long-lived assets, reduced by the $7.1 million decrease in fair value of the contingent consideration liability and $1.6 million of investment discount accretion.

For the year ended December 31, 2024, net cash provided by operating activities was $14.6 million, which included a net loss of $69.5 million. Non-cash charges primarily consisted of $41.4 million in depreciation and amortization, $40.1 million in stock-based compensation, $3.3 million related to the amortization of debt discount, issuance costs, and deferred financing costs, and $2.2 million in impairment of long-lived assets, reduced by $4.8 million of investment discount accretion.

For the year ended December 31, 2023, net cash used in operating activities was $33.1 million, which included a net loss of $118.1 million. Non-cash charges primarily consisted of $55.8 million in stock-based compensation, $42.2 million in depreciation and amortization, and $4.1 million in impairment of long-lived assets, reduced by $9.7 million of investment discount accretion.

Investing activities

Net cash provided by investing activities for the year ended December 31, 2025 of $36.2 million was primarily due to the sale and maturity of short-term investments of $163.9 million, offset by purchases of short-term investments of $65.1 million. The net investing cash inflows provided by our short-term investment activity were partially offset by investing cash outflows of $41.1 million in the acquisition of Upfront, $19.8 million of capitalized internal-use software development costs, and $1.8 million in purchases of property, equipment, and intangible assets.

Net cash used in investing activities for the year ended December 31, 2024 of $22.9 million was primarily due to the purchases of short-term investments of $168.3 million, offset by the sale and maturity of short-term investments of $242.1 million. The net investing cash inflows provided by our short-term investment activity were offset by investing cash outflows of $80.3 million in the acquisition of businesses, $14.3 million of capitalized internal-use software development costs, and $2.1 million in purchases of property, equipment, and intangible assets.

Net cash provided by investing activities for the year ended December 31, 2023 of $20.3 million was primarily due to the sale and maturity of short-term investments of $336.8 million, reduced by the purchases of short-term investments of $290.8 million. The net investing cash inflows provided by our short-term investment activity was partially offset by investing cash outflows of $11.4 million used to acquire ERS, $12.0 million of capitalized internal-use software development costs, and $2.4 million in purchases of property, equipment, and intangible assets.

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Financing activities

Net cash used in financing activities for the year ended December 31, 2025 of $235.8 million was primarily the result of $232.3 million in debt repayments and $5.0 million in repurchases of common stock, partially offset by $1.5 million in proceeds from our ESPP.

Net cash provided by financing activities for the year ended December 31, 2024 of $151.7 million was primarily the result of $152.3 million of proceeds related to our Credit Agreement and drawing on the delayed draw facility, net of issuance costs, $2.4 million in proceeds from our ESPP and $0.2 million in stock option exercise proceeds, reduced by $2.2 million for the payment of deferred financing costs and $1.0 million in debt repayments.

Net cash provided by financing activities for the year ended December 31, 2023 of $2.7 million was primarily the result of $3.6 million in proceeds from our ESPP and $1.0 million in stock option exercise proceeds, partially offset by $1.8 million in repurchases of common stock.

Critical Accounting Policies and Estimates

Our consolidated financial statements are prepared in accordance with U.S. GAAP. The preparation of these consolidated financial statements requires management to make estimates, assumptions, and judgments that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities at the date of the financial statements, and the reported amounts of revenue and expenses during the applicable periods. We base our estimates, assumptions, and judgments on our knowledge and experience about past and current events and on various other factors that we believe to be reasonable under the circumstances. Different assumptions and judgments would change the estimates used in the preparation of our consolidated financial statements, which, in turn, could change the results from those reported. We evaluate our estimates, assumptions, and judgments on an ongoing basis.

The critical accounting estimates, assumptions, and judgments that we believe have the most significant impact on our consolidated financial statements are described below.

Revenue recognition

We derive our revenues primarily from technology subscriptions and professional services. We determine revenue recognition by applying the following steps:

•Identification of the contract, or contracts, with a client;

•Identification of the performance obligations in the contract;

•Determination of the transaction price;

•Allocation of the transaction price to the performance obligations in the contract; and

•Recognition of revenue when, or as, we satisfy the performance obligation.

We recognize revenue net of any taxes collected from clients and subsequently remitted to governmental authorities.

Technology revenue

Technology revenue primarily consists of subscription fees charged to clients for access to use our technology. We provide clients access to our technology through either an all-access or limited-access, modular subscription.

The majority of our subscription arrangements are cloud-based and do not provide clients the right to take possession of the technology or contain a significant penalty if the client were to take possession of the technology. Revenue from cloud-based subscriptions is recognized ratably over the contract term beginning on the date that the service is made available to the client. Our subscription contracts generally have a three or five-year term, of which many are terminable after one year upon 90 days’ notice. Subscriptions that allow the client to take software on-premise without significant penalty are treated as time-based licenses. These arrangements generally include access to technology, access to unspecified future products, and maintenance and support. Revenue for upfront access to our technology library is recognized at a point in time when the technology is made available to the client. Revenue for access to unspecified future products included in time-based license subscriptions is recognized ratably over the contract term beginning on the date that the access is made available to the client.

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Professional services revenue

Professional services revenue primarily includes data and analytics services, domain expertise services, TEMS, and implementation services. Professional services arrangements typically include a fee for making full-time equivalent (FTE) services available to our clients on a monthly basis. FTE services generally consist of a blend of analytic engineers, analysts, and data scientists based on the domain expertise needed to best serve our clients. Professional services are typically considered distinct from the technology offerings and revenue is generally recognized as the service is provided using the “right to invoice” practical expedient.

Contracts with multiple performance obligations

Many of our contracts include multiple performance obligations. We account for performance obligations separately if they are capable of being distinct within the context of the contract. In these circumstances, the transaction price is allocated to separate performance obligations on a relative standalone selling price basis. We determine standalone selling prices based on the observable price a good or service is sold for separately when available. In cases where standalone selling prices are not directly observable, based on information available, we utilize the expected cost plus a margin, adjusted market assessment, or residual estimation method. We consider all information available including our overall pricing objectives, market conditions, and other factors, which may include client demographics and the types of users. Standalone selling prices are not directly observable for our all-access and limited-access technology arrangements, which are composed of cloud-based subscriptions, time-based licenses, and perpetual licenses. For these technology arrangements, we generally use the residual estimation method due to a limited number of standalone transactions and/or prices that are highly variable.

Variable consideration

We have also entered into at-risk and shared savings arrangements with certain clients whereby we receive variable consideration based on the achievement of measurable improvements which may include cost savings or performance against metrics. For these arrangements, we estimate revenue using the most likely amount that we will receive. Estimates are based on our historical experience and best judgment at the time to the extent it is probable that a significant reversal of revenue recognized will not occur. Due to the nature of our arrangements, certain estimates may be constrained until the uncertainty is further resolved.

Business combinations

The results of businesses acquired in a business combination are included in our consolidated financial statements from the date of the acquisition. Purchase accounting results in assets and liabilities of an acquired business generally being recorded at their estimated fair value on the acquisition date. Any excess consideration over the fair value of the identifiable assets acquired and liabilities assumed is recognized as goodwill.

We perform valuations of assets acquired and liabilities assumed on each acquisition accounted for as a business combination in order to record the tangible and intangible assets acquired and liabilities assumed based on our best estimate of fair value. Determining the fair value of assets acquired and liabilities assumed requires management to use significant judgment and estimates including the selection of valuation methodologies, estimates of future revenue and cash flows, discount rates, and selection of comparable companies. Significant estimation is required in determining the fair value of the client-related intangible assets and technology-related intangible assets. The significant estimation is primarily due to the judgmental nature of the inputs to the valuation models used to measure the fair value of these intangible assets, as well as the sensitivity of the respective fair values to the underlying significant assumptions. We typically use the income approach or cost approach to measure the fair value of intangible assets. The significant assumptions used to form the basis of the estimates included the number of engineer hours required to develop technology, expected revenue including revenue growth rates, rate and timing of obsolescence, royalty rates and earnings before interest, taxes, depreciation and amortization (EBITDA) margin used in the estimate for client relationships, and backlog.

Many of these significant assumptions are forward-looking and could be affected by future economic and market conditions. We engage the assistance of valuation specialists in concluding on fair value measurements in connection with determining fair values of material assets acquired and liabilities assumed in a business combination. Transaction costs associated with business combinations are expensed as incurred and are included in general and administrative expense in our consolidated statements of operations and comprehensive loss.

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Contingent consideration liabilities

Our acquisition consideration in business combinations may include an estimate for contingent consideration that will be paid if certain earn-out performance targets are met. The resulting contingent consideration liabilities are categorized as a Level 3 fair value measurement because we estimate projections during the earn-out period utilizing unobservable inputs, including various potential pay-out scenarios based on billings and revenue-related earn-out targets. Changes to the unobservable inputs could have a material impact on our consolidated financial statements.

We generally value the expected contingent consideration and the corresponding liabilities using a probability model such as the Monte Carlo method or Black-Scholes Model based on estimates of potential payment scenarios. Probabilities are applied to each potential scenario and the resulting values are discounted using a rate that considers weighted average cost of capital as well as a specific risk premium associated with the riskiness of the earn-out itself, the related projections, projected payment dates, and volatility in the fair value of our common stock. The fair value of the contingent consideration is remeasured each reporting period. As applicable, the portion of the contingent consideration liabilities that will be settled in shares of our common stock is classified as a component of non-current liabilities in our consolidated balance sheets, while the portion to be paid in cash is classified as a component of current liabilities. Changes to the contingent consideration liabilities are reflected as part of general and administrative expense in our consolidated statements of operations.

Goodwill

We operate our business in two operating segments that also represent our reporting units. Our reporting units are organized based on our technology and professional services. We record goodwill as the difference between the aggregate consideration paid for a business combination and the fair value of the identifiable net tangible and intangible assets acquired. Goodwill includes the know-how of the assembled workforce, the ability of the workforce to further improve technology and product offerings, client relationships, and the expected cash flows resulting from these efforts. Goodwill may also include expected synergies resulting from the complementary strategic fit these businesses bring to existing operations. Goodwill is assessed for impairment annually on October 31 or more frequently if indicators of impairment are present or circumstances suggest that impairment may exist.

Our first step in the goodwill impairment test is a qualitative analysis of factors that could be indicators of potential impairment. Judgment in the assessment of qualitative factors of impairment may include changes in business climate, market conditions, or other events impacting the reporting unit. Next, if a quantitative analysis is necessary, we compare the fair value of the reporting unit with its carrying amount, including goodwill. If the fair value of the reporting unit exceeds its carrying amount, the goodwill of the reporting unit is not considered impaired. Performing a quantitative goodwill impairment test includes the determination of the fair value of a reporting unit, which requires management to use significant judgment and estimation. The significant estimation is primarily due to the judgmental nature of the inputs to the valuation models used to measure the fair value of the reporting units, as well as the sensitivity of the respective fair values to the underlying significant assumptions. Typical methods to derive the fair value of reporting units include using the income or market approaches.

The significant assumptions used to form the basis of the estimates include, among others, the selection of valuation methodologies, estimates of expected revenue, including revenue growth rates, and operating margins used to calculate projected future cash flows, risk-adjusted discount rates, and the selection of appropriate market comparable companies. Many of these significant assumptions are forward-looking and could be affected by future economic and market conditions. If a quantitative analysis is necessary, we typically engage the assistance of a valuation specialist in concluding on fair value measurements in connection with determining the fair values of our reporting units. If the carrying amount of the reporting unit exceeds its fair value, we would recognize an impairment charge for the amount by which the carrying amount exceeds the reporting unit’s fair value.

Stock-based compensation

Stock-based awards, including stock options, restricted stock units (RSUs), performance-based restricted stock units (PRSUs), and restricted shares are measured and recognized in the consolidated financial statements based on the fair value of the award on the grant date or, when applicable, the modification date. The grant date fair value of our stock-based awards is typically determined using the market closing price of our common stock on the date of grant; however, we also consider whether any adjustments are required when the market closing price does not reflect certain material non-public information that we know but is unavailable to marketplace participants on the date of grant. The expense is recognized straight-line over the vesting period for awards with a service condition. The accelerated attribution method is used for PRSUs. We record forfeitures of stock-based awards as the actual forfeitures occur.

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For awards subject to performance conditions, we record expense when the performance condition becomes probable. Each reporting period, we evaluate the probability of achieving the performance criteria, estimate the number of shares that are expected to vest, and adjust the related compensation expense accordingly. For awards subject to market conditions, we estimate the fair value as of the grant date using a Monte Carlo simulation valuation model which requires the use of various assumptions, including historic stock price volatility and risk-free interest rates as of the valuation date corresponding to the length of time remaining in the performance period. Stock-based compensation expense for awards with market conditions is recognized over the requisite service period using the accelerated attribution method and is not reversed if the market condition is not met.

Stock-based compensation expense related to purchase rights issued under the 2019 Health Catalyst Employee Stock Purchase Plan (ESPP) is based on the Black-Scholes option-pricing model fair value of the estimated number of awards as of the beginning of the offering period. Stock-based compensation expense is recognized using the straight-line method over the offering period. We will continue to use judgment in evaluating the assumptions related to our stock-based compensation on a prospective basis. As we continue to accumulate additional data related to our common stock, we may have refinements to our estimates, which could materially impact our future stock-based compensation expense.

Recent Accounting Pronouncements

See “Description of Business and Summary of Significant Accounting Policies” in Note 1 to our audited consolidated financial statements included within Item 8 in this Annual Report on Form 10-K for more information.

MD&A history

Prior-year 10-K MD&A spans are extracted from SEC filings with the same bounded parser used for the latest filing. The latest 10-K appears above; prior years are below.

FY 2024 10-K MD&A

SEC filing source: 0001636422-25-000028.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Confidence: high. Filing date: 2025-02-26. Report date: 2024-12-31.

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations

The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our consolidated financial statements, the accompanying notes, and other financial information included elsewhere in this Annual Report on Form 10-K. This discussion contains forward-looking statements that involve risks, uncertainties, and assumptions. Our actual results could differ materially from those forward-looking statements below. Factors that could cause or contribute to those differences include, but are not limited to, those identified below and those discussed in the sections titled “Risk Factors” and “Special Note Regarding Forward-Looking Statements” included elsewhere in this Annual Report on Form 10-K.

A discussion regarding our financial condition and results of operations for the year ended December 31, 2024 compared to the year ended December 31, 2023 is presented below. A discussion regarding our financial condition and results of operations for the year ended December 31, 2023 compared to the year ended December 31, 2022 is included under “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in our prior year Form 10-K filed on February 22, 2024.

Overview

We are a leading provider of data and analytics technology and services to healthcare organizations. Our Solution comprises our cloud-based data platform, applications, and expertise. Our clients, which are primarily healthcare providers, use our Solution to manage their data, derive analytical insights to operate their organization, and produce measurable clinical, financial, and operational improvements. We envision a future where all healthcare decisions are data-informed.

Health Catalyst was founded in 2008 by healthcare analytics industry pioneers. Our founders and team developed the initial version of our Solution, consisting of an early version of our data platform, select analytics accelerators, and professional services expertise. From the beginning, our Solution has been focused on enabling our mission: to be the catalyst for massive, measurable, data-informed healthcare improvement. We currently employ more than 1,500 team members.

Highlights from the years ended December 31, 2024, 2023, and 2022 include:

•For the years ended December 31, 2024, 2023, and 2022, our total revenue was $306.6 million, $295.9 million, and $276.2 million, respectively. The growth in revenue was primarily due to revenue from new clients, including clients of our recent acquired entities, and existing clients paying higher technology access fees from contractual, annual escalators.

•For the years ended December 31, 2024, 2023, and 2022, we incurred net losses of $69.5 million, $118.1 million, and $137.4 million, respectively.

•For the years ended December 31, 2024, 2023, and 2022, our Adjusted EBITDA was $26.1 million, $11.0 million, and $(2.5) million, respectively.

See “Reconciliation of Non-GAAP Financial Measures” below for more information about Adjusted EBITDA, including the limitations of Adjusted EBITDA and a reconciliation to the most directly comparable measure calculated in accordance with GAAP. See “Key Factors Affecting Our Performance” for more information about important opportunities and challenges related to our business.

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Macroeconomic Environment and Strategic Operating Plan

Recent macroeconomic challenges (including high levels of inflation and high interest rates) and the tight labor market continue to adversely affect workforces, organizations, governments, clients, economies, and financial markets globally. These factors have disrupted the normal operations of many businesses, including our business. These factors have also placed the national healthcare system under significant operational and budgetary strain.

The health system end market, in particular, has experienced meaningful financial strain over the last few years, in which it has realized significant increases in labor and supply costs without a commensurate increase in revenue, leading to a deterioration in operating margins across many of our clients and prospective clients. We are encouraged that, in general, the operating margins of our health system end market improved in 2024 relative to 2022 and 2023. If this trend with the end-markets continues, we expect it to be a tailwind in the medium-to-long-term.

While we have seen that this financial strain has continued to pressure health system budgets, we have continued to hear a strong acknowledgement that our offering includes solutions that directly reduce health systems’ financial pressure, especially related to the segments of our offering that have a clear, near-term financial return on investment (ROI). With the improvement in the end market in 2024, we have started to see interest throughout our broader portfolio as clients and prospective clients were more open to discussing solutions that might not offer a clear near-term financial ROI. We anticipate this trend will continue in 2025.

With respect to other near-term implications of the challenging macroeconomic environment, we continue to anticipate that a higher proportion of our gross bookings will come from our existing client base as compared to historical levels, inclusive of upsells to both our Platform Client base, as well as upsells to our over 900 App Clients. This expectation is driven by our belief that many existing clients that have already realized a strong ROI, and are aligned on a long-term partnership framework, will be more receptive to expansion conversations, as compared to discussions with prospective clients. We have collected data internally that shows we are more than twice as effective at selling into organizations where we have an existing relationship compared to those where there is no prior relationship, which gives us additional confidence in our ability to drive cross-selling within our broad client base.

Our 2024 net new Platform Clients had a lower average starting annual recurring revenue (ARR) and non-recurring revenue as compared to historical levels. Our average ARR and non-recurring revenue for net new Platform Clients signed in the year ended December 31, 2024 (new 2024 Platform Clients), was toward the low end of the historical average expected range of $400,000 to $1,000,000, driven primarily by Platform module components, such as Healthcare.AI, that result in ARR that is significantly lower than ARR derived from a contract that includes access to all of the Platform components and analytic applications. This average ARR and non-recurring revenue range is comprised of new 2024 Platform Clients with (i) ARR and non-recurring revenue in the expected average range or significantly above the expected average range driven by the size of the client organization and the bundle of technology and services included in their subscription and (ii) ARR and non-recurring revenue meaningfully below the low-end of the expected range driven by stand-alone Platform module components, which we believe may provide an opportunity to expand our relationship with these Platform Clients in the future.

We benefit from a highly recurring revenue model, in which greater than 90% of our revenue is recurring in nature, and a high level of technology revenue predictability, especially within our Platform Clients whose contracts, when sold as a bundle with our analytics applications, often have built-in, contractual technology revenue escalators.

As previously described, within our professional services segment, a subset of clients have reduced the number of FTEs engaged in their initiatives, while in the technology segment, a subset of modular clients and smaller Platform Clients have lowered their application and analytics spend. We will continue to monitor migrations from DOS to Ignite, and we have observed that clients have a few options as part of this migration. These options include expanding their relationship and spend by purchasing additional applications and services; experiencing immediate savings while maintaining the same functionality through a price reduction as part of the migration; or maintaining existing spend and realizing improvement in operations and functionality from the enhanced capabilities of Ignite. Over the course of the next few years, we anticipate our clients will continue to fall along the spectrum of these three options.

We continue to proactively respond to the challenging macroeconomic environment with a strategic operating plan that emphasizes our offerings and go-to-market approach in the areas where we have the most competitive differentiation and where clients are most likely to achieve measurable financial and operational ROI both in the near term and over time. We believe this focus will enable us to move forward in a position of continued competitive and financial strength. We will continue to refine this strategic operating plan and are continuing to make several investments in research and development, primarily in enhancing the capabilities within Health Catalyst Ignite, in order to maintain our position as a market-leading data platform over the long term.

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Our Business Model

We offer our Solution to a variety of healthcare organizations, primarily in the United States, including academic medical centers, integrated delivery networks, community hospitals, large physician practices, ACOs, health information exchanges, health insurers, and other risk-bearing entities among others. We categorize our client count into two primary categories: Platform Clients and App Clients. As discussed further in “Key Business Metrics and Non-GAAP Financial Measures” below, we are shifting from what we formerly called DOS Subscription Clients to Platform Clients, and what we formerly referred to as other clients to App Clients, which include all other clients that are not Platform Clients. Platform Clients are defined as: (i) all Platform Clients as of December 31, 2024 under our historical definition (formerly referred to as DOS Subscription Clients, which we also referred to as Platform Subscription Clients), and (ii) going forward in 2025 and beyond, any technology client that signs contracts with at least $100,000 of incremental total ARR and non-recurring revenue in a given calendar year, inclusive of clients that come through acquisition if we first begin recognizing revenue for the client post-acquisition and that total ARR and non-recurring revenue exceeds $100,000 in that calendar year, so long as such client maintains an active subscription as of the end of the period. See “Key Business Metrics and Non-GAAP Financial Measures” below for more information about our Platform Clients. App Clients generally include technology clients and other clients from historical acquisitions and typically operate under subscription contracts. As of December 31, 2024, 2023, and 2022, we had 130, 109, and 98 Platform Clients with active subscriptions, respectively. As of December 31, 2024, we served over 900 App Clients compared to over 525 other clients as of December 31, 2023. The increase in other clients from December 31, 2023 to App Clients as of December 31, 2024 was primarily due to our 2024 acquisitions.

We derive substantially all of our revenue through subscriptions for use of our technology and professional services on a recurring basis. In 2024, greater than 90% of our total revenue was recurring in nature. Clients pay for our technology primarily on a subscription basis for our entire technology suite or for pieces of our technology (e.g., Platform-only or modular portions of the Platform). We generally provide access to our technology and deliver professional services to clients on a recurring basis, with our technology invoiced upfront annually or quarterly and our professional services invoiced monthly. As we increase the use cases we address at a given client, we have the opportunity to upsell incremental technology and services. We have demonstrated an ability to upsell technology and services to our client base over time. We saw a Dollar-based Retention Rate of 100% for each of the years ended December 31, 2024, 2023, and 2022, respectively, based on our legacy definition. Under an updated Dollar-based Retention rate described in more detail in the "Key Business Metrics and Non-GAAP Financial Measures" section the rate was 102% for the year ended December 31, 2024.

The primary costs incurred to deliver our technology are hosting fees and headcount-related costs associated with our cloud services and support teams. Hosting fees are related to providing our technology through a cloud-based environment hosted primarily by Microsoft Azure. We have experienced and expect to continue to experience operational inefficiencies associated with managing multiple hosting providers, resulting in a headwind against Adjusted Technology Gross Margin. Additionally, we are in the process of migrating our Platform Client base to Health Catalyst Ignite. We expect that these investments in our Platform will provide additional capabilities for our clients as well as improve our ability to drive cost efficiencies in our hosting and support costs per client over time. However, in the near-to-medium-term, we will incur some migration costs associated with deploying the updated architecture across Platform Clients, resulting in a headwind for our Technology Gross Margin. The primary costs incurred to deliver our professional services are the salaries, benefits, and other headcount-related costs of our team members.

We delineate our sales organization by new client acquisition and existing client retention and expansion. Selling efforts to new clients vary. Many of our new clients engage with us broadly for multiple use cases, requiring buy-in during the sales cycle across the C-suite. Alternatively, in some instances, we engage with a client in a single-use case. After we demonstrate measurable improvements, we work with our clients to expand the utilization of our Solution to other use cases or enterprise-wide. The average sales cycle for a new Platform Client is estimated to be approximately one year, but that timeline can vary materially. Because of our vertical focus on the healthcare industry, we believe our sales and marketing resources can be deployed more efficiently than at horizontally-focused companies that provide technology and services to multiple industries. Additionally, with our increased focus on driving expansion within our existing client base through our TEMS offering, we believe that our sales and marketing infrastructure is positioned well to generate meaningful leverage and growth within our services offerings without the need for the same level of incremental investment as in prior years. This operating leverage primarily stems from the fact that we already have an existing relationship with the client, inclusive of having invested in client success initiatives and having provided account management services to the client since the beginning of our contractual relationship. Over the past few years, we have invested in growth infrastructure and our sales operations and marketing teams are built to help us scale over the long term.

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We have demonstrated a consistent track record of innovation through research and development over time as evidenced by our new product features and new product offerings. This innovation is driven by feedback we glean from our clients, professional services teams, and the market generally. Our investments in product development have been focused on increasing the capabilities of our Solution and expanding the number of use cases we address for our clients.

Financial Measures and Key Business Metrics

We regularly review a number of metrics, including the following key financial measures, to manage our business and evaluate our operating performance compared to that of other companies in our industry:

Year Ended December 31,
202420232022
GAAP Financial Measures:(in thousands, except percentages)
Total revenue$306,584$295,938$276,236
Gross profit$114,503$104,002$102,942
Gross margin37%35%37%
Net loss$(69,502)$(118,147)$(137,403)
Non-GAAP Financial Measures:
Adjusted Gross Profit$149,533$144,060$145,849
Adjusted Gross Margin49%49%53%
Adjusted EBITDA$26,105$11,021$(2,487)

We monitor the key financial measures set forth in the preceding table to help us evaluate trends, establish budgets, measure the effectiveness and efficiency of our operations, and determine team member incentives. We discuss Adjusted Gross Profit, Adjusted Gross Margin, and Adjusted EBITDA in more detail below.

Adjusted gross profit and adjusted gross margin

Gross profit is a GAAP financial measure that is calculated as revenue less cost of revenue, including depreciation and amortization of capitalized software development costs and acquired technology. We calculate gross margin as gross profit divided by our revenue. Adjusted Gross Profit is a non-GAAP financial measure that we define as gross profit, adjusted for (i) depreciation and amortization, (ii) stock-based compensation, (iii) acquisition-related costs, net, and (iv) restructuring costs, as applicable. We define Adjusted Gross Margin as our Adjusted Gross Profit divided by our revenue. We believe Adjusted Gross Profit and Adjusted Gross Margin are useful to investors as they eliminate the impact of certain non-cash expenses and allow a direct comparison of these measures between periods without the impact of non-cash expenses, as well as certain other non-recurring operating expenses.

We present both of these measures for our technology and professional services business. We believe these non-GAAP measures are useful in evaluating our operating performance compared to that of other companies in our industry, as these metrics generally eliminate the effects of certain items that may vary from company to company for reasons unrelated to overall profitability. See “Reconciliation of Non-GAAP Financial Measures” below for information regarding the limitations of using our Adjusted Gross Profit and Adjusted Gross Margin as financial measures and for a reconciliation of revenue to our Adjusted Gross Profit, the most directly comparable financial measure calculated in accordance with GAAP.

Adjusted EBITDA

Adjusted EBITDA is a non-GAAP financial measure that we define as net loss adjusted for (i) interest and other (income) expense, net, (ii) income tax provision (benefit), (iii) depreciation and amortization, (iv) stock-based compensation, (v) acquisition-related costs, net, (vi) litigation costs, (vii) restructuring costs, and (viii) non-recurring lease-related charges. We view acquisition-related expenses when applicable, such as transaction costs and changes in the fair value of contingent consideration liabilities that are directly related to business combinations, as costs that are unpredictable, dependent upon factors outside of our control, and are not necessarily reflective of operational performance during a period. We believe that excluding restructuring costs, litigation costs, and non-recurring lease-related charges allows for more meaningful comparisons between operating results from period to period as these are separate from the core activities that arise in the ordinary course of our business and are not part of our ongoing operations.

We believe Adjusted EBITDA provides investors with useful information on period-to-period performance as evaluated by management and a comparison with our past financial performance, and is useful in evaluating our operating performance compared to that of other companies in our industry, as this metric generally eliminates the effects of certain items that may vary from company to company for reasons unrelated to overall operating performance.

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See “Reconciliation of Non-GAAP Financial Measures” below for information regarding the limitations of using our Adjusted EBITDA as a financial measure and for a reconciliation of our net loss to Adjusted EBITDA, the most directly comparable financial measure calculated in accordance with GAAP.

Other Key Metrics

We also regularly monitor and review the number of Platform Clients and Dollar-based Retention Rate as shown in the following tables:

Platform Clients

As of December 31,
202420232022
Platform Clients(1)13010998

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(1) We have updated the name and definition of this key metric to Platform Clients from DOS Subscription Clients to better reflect the deep, long-standing, multi-faceted relationships we strive to build with the entities we serve.

Since 2016, our primary contracting model is a subscription-based contract for our platform, analytics applications, and professional services. Given how fundamental our platform is to our Solution and because the vast majority of our total revenue is derived from Platform Clients, we believe our Platform Client count is a strong indicator of our market penetration and the growth of our business. For 2025, we have updated the name and definition of this key metric to Platform Clients. In the past, we have referred to this metric as DOS Subscription Clients and Platform Subscription Clients.

Platform Clients have historically been defined as clients who directly or indirectly access our platform via a technology subscription contract. Direct access to our platform has included access to our DOS platform, Ignite platform, or Ninja Universe. Indirect access to our platform has included platform module components such as Ignite connectors, Healthcare.AI, Pop Analyzer, IDEA, and other platform components. Given the modularity of our Ignite platform, we anticipate Ignite infrastructure will be included in all of our technology Solutions in the near future and many of our Solutions already include Ignite components. Accordingly, beginning in 2025, Platform Clients will be defined as: (i) all Platform Clients as of December 31, 2024 under our historical definition (i.e., these clients will be included in our Platform Client count going forward until they cease to have an active subscription as of the end of the period), and (ii) going forward in 2025 and beyond, any technology client that signs contracts with at least $100,000 of incremental total ARR and non-recurring revenue in a given calendar year, inclusive of clients that come through acquisition if we first begin recognizing revenue for the client post-acquisition and that total ARR and non-recurring revenue exceeds $100,000 in that calendar year, so long as such client maintains an active subscription as of the end of the period. Once a client is designated as a Platform Client, it will continue to be a Platform Client unless it is no longer a client with an active subscription as of the end of the period. There are some clients that became Platform Clients before 2025 with total ARR and non-recurring revenue of less than $100,000, including some net new 2024 Platform Clients.

Given the variety of ways to access our platform and the mix of specific technology Solutions included in a subscription contract, average total ARR and non-recurring revenue for net new Platform Clients can greatly vary, particularly with our new definition of this metric. In a given calendar year, our net new Platform Clients have included clients with (i) total ARR and non-recurring revenue in the expected average range for such year or significantly above the expected average range, driven by the size of the client organization and the bundle of technology and services included in their subscription, and (ii) total ARR and non-recurring revenue meaningfully below the low-end of the expected range for such year, driven primarily by sales of applications bundled with platform module components or with lower starting price points. We expect this trend will continue. For example, in 2024, the highest incremental total ARR and non-recurring revenue from a net new Platform Client was approximately $2 million and some Platform Clients were below our new threshold of $100,000 total ARR and non-recurring revenue. As previously shared, we sometimes pursue lower total ARR and non-recurring revenue contracts as a pilot and/or with the strategy that we can later expand our relationship with these Platform Clients, including through cross-selling efforts.

For 2024, we shared an expected aggregated average total ARR and non-recurring revenue for all net new Platform Clients (2024 Platform Clients) to range between $400,000 and $1,000,000. Our actual aggregated average total ARR and non-recurring revenue from 2024 Platform Clients was toward the low end of the expected range, driven primarily by lower priced, single application Ignite platform components and standalone application sales bundled with platform module components, such as Healthcare.AI. Our total net new Platform Clients was 21, which is higher than any prior years. We believe the higher number of net new Platform Clients was driven by an improved end market, an improved and more modular platform product in Ignite and its platform components, which can be sold on a standalone basis or easily bundled with applications, and a lower average starting price point, which removes barriers to entry for many health systems.

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For 2025, while health systems are on a spectrum of financial stability and improvement, we are encouraged to see that average health system operating margins did improve in 2024 compared to 2023 and 2022. Supported by the improvement in the operating environment of our end market and continued progress in our rollout of Ignite and its platform modules, we anticipate net new Platform Clients additions will have an aggregated average total ARR and non-recurring revenue range of $300,000 and $700,000 in 2025, and such range reflects the update to the definition of Platform Clients.

Dollar-based Retention Rate - New Definition

Year Ended December 31,
2024
Dollar-based Retention Rate (Tech + TEMS)102%

We calculate our Dollar-based Retention Rate as of a period end by starting with the sum of the technology and Tech-Enabled Managed Services (TEMS) ARR from our Platform Clients as of the date 12 months prior to such period end (prior period ARR ). This calculation excludes professional services ARR and non-recurring revenue. We then calculate the sum of the ARR from these same clients as of the current period end (Current period ARR). Current period ARR includes any upsells and also reflects contraction or attrition over the trailing twelve months but excludes ARR from new Platform Clients added in the current period who were not clients at the beginning of such period. This Current period ARR may include acquired ARR from clients (i.e., through acquisition of a company) that overlap with the Platform Clients in a given calendar year. We then divide the Current period ARR by the prior period ARR to arrive at our Dollar-Based Retention Rate for Technology and TEMS. We calculate applicable ARR for each Platform Client as the expected monthly recurring revenue of our clients as of the last day of a period multiplied by 12. Because our primary business model is to contract for our Platform, analytics applications, and TEMS, our Dollar-Based Retention Rate calculated above only includes our Platform Clients. App Clients that do not meet the definition of a Platform Client, which are primarily legacy Medicity, Able Health, Healthfinch, Vitalware, Twistle, KPI Ninja, ARMUS, ERS, Carevive, Lumeon, and Intraprise clients, are not included in the Dollar-Based Retention Rate metrics. As it relates to TEMS, we define this cohort of clients as Platform Clients who subscribe to a Tech-Enabled Managed Services contract with the exception of our pilot ambulatory TEMS offering related to specific ambulatory services agreements, which we expect to sunset in 2025 and which will be excluded from Dollar-Based Retention Rate calculations in prior, current and future periods. This cohort of technology and TEMS ARR from our Platform Clients represents the majority of our ARR as of December 31, 2024.

As noted, our Dollar-based Retention Rate Key Metric excludes App Clients who are not Platform Clients, including clients added through acquisition, as the go-forward technology revenue growth profiles of these businesses may vary from our core Platform Clients. For example, Medicity clients have generated a lower Dollar-based Retention Rate than Platform Clients and we expect flat to declining revenue from Medicity clients in the foreseeable future.

Dollar-based Retention Rate - Legacy Definition

Year Ended December 31,
202420232022
Dollar-based Retention Rate (legacy)100%100%100%

Historically we have calculated our legacy Dollar-based Retention Rate as of a period end by starting with the sum of the technology and professional services ARR from our Platform Clients as of the date 12 months prior to such period end (prior period ARR). We then calculated the sum of the ARR from these same clients as of the current period end (Current period ARR).

As shown above, under the updated Dollar-based Retention Rate definition, the result was 102% in 2024. This improvement compared to the legacy definition is primarily due to isolating the technology and TEMS portions of our business which are more recurring in nature compared to our non-TEMS professional services contracts.

We determined it was appropriate to make this change as a result of changing trends in the structure of our professional services contracts. For example, in 2024, we saw a dynamic where some of our clients were moving their spend from recurring FTE based subscriptions to project-based work that is more non-recurring in nature. This shift had a negative impact on non-TEMS professional services Dollar-based Retention Rate. We anticipate clients will, in many cases, continue to opt for more non-recurring project-based work rather than FTE subscription contracts, however we anticipate that many clients will opt to continue to engage in these types of non-recurring work over time. These non-recurring, project-based fees are less predictable than our recurring services and can drive fluctuations in quarterly professional services revenues and in our prior definition of the Dollar-based Retention Rate metric as well as in prior period comparisons.

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Reconciliation of Non-GAAP Financial Measures

In addition to our results determined in accordance with GAAP, we believe the following non-GAAP measures are useful in evaluating our operating performance. For example, we exclude stock-based compensation expense because it is non-cash in nature and excluding this expense provides meaningful supplemental information regarding our operational performance and allows investors the ability to make more meaningful comparisons between our operating results and those of other companies. We use the following non-GAAP financial information to evaluate our ongoing operations, as a component in determining employee bonus compensation, and for internal planning and forecasting purposes. We believe that non-GAAP financial information, when taken collectively, may be helpful to investors because it provides consistency and comparability with past financial performance. However, non-GAAP financial information is presented for supplemental informational purposes only, has limitations as an analytical tool, and should not be considered in isolation or as a substitute for financial information presented in accordance with GAAP. In addition, other companies, including companies in our industry, may calculate similarly-titled non-GAAP measures differently or may use other measures to evaluate their performance, all of which could reduce the usefulness of our non-GAAP financial measures as tools for comparison. A reconciliation is provided below for each non-GAAP financial measure to the most directly comparable financial measure stated in accordance with GAAP. Investors are encouraged to review the related GAAP financial measures and the reconciliation of these non-GAAP financial measures to their most directly comparable GAAP financial measures, and not to rely on any single financial measure to evaluate our business.

Adjusted gross profit and adjusted gross margin

Gross profit is a GAAP financial measure that is calculated as revenue less cost of revenue, including depreciation and amortization of capitalized software development costs and acquired technology. We calculate gross margin as gross profit divided by our revenue. Adjusted Gross Profit is a non-GAAP financial measure that we define as gross profit, adjusted for (i) depreciation and amortization, (ii) stock-based compensation, (iii) acquisition-related costs, net, and (iv) restructuring costs, as applicable. We define Adjusted Gross Margin as our Adjusted Gross Profit divided by our revenue. We believe Adjusted Gross Profit and Adjusted Gross Margin are useful to investors as they eliminate the impact of certain non-cash expenses and allow a direct comparison of these measures between periods without the impact of non-cash expenses and certain other non-recurring operating expenses.

We present both of these measures for our technology and professional services business. We believe these non-GAAP measures are useful in evaluating our operating performance compared to that of other companies in our industry, as these metrics generally eliminate the effects of certain items that may vary from company to company for reasons unrelated to overall profitability.

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The following is a reconciliation of our Adjusted Gross Profit and Adjusted Gross Margin, in total and for technology and professional services, to gross profit and gross margin, the most directly comparable financial measures calculated in accordance with GAAP, for the years ended December 31, 2024, 2023, and 2022:

Year Ended December 31, 2024
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$194,852$111,732$306,584
Cost of revenue, excluding depreciation and amortization(67,812)(97,993)(165,805)
Amortization of intangible assets, cost of revenue(16,150)(16,150)
Depreciation of property and equipment, cost of revenue(10,126)(10,126)
Gross profit100,76413,739114,503
Gross margin52%12%37%
Add:
Amortization of intangible assets, cost of revenue16,15016,150
Depreciation of property and equipment, cost of revenue10,12610,126
Stock-based compensation1,7006,0417,741
Acquisition-related costs, net(1)320433753
Restructuring costs(2)79181260
Adjusted Gross Profit$129,139$20,394$149,533
Adjusted Gross Margin66%18%49%

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(1) Acquisition-related costs, net include deferred retention expenses attributable to the Lumeon, Carevive, ARMUS, and KPI Ninja acquisitions.

(2) Restructuring costs include severance and other team member costs from workforce reductions.

Year Ended December 31, 2023
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$187,583$108,355$295,938
Cost of revenue, excluding depreciation and amortization(62,474)(101,631)(164,105)
Amortization of intangible assets, cost of revenue(18,742)(18,742)
Depreciation of property and equipment, cost of revenue(9,089)(9,089)
Gross profit97,2786,724104,002
Gross margin52%6%35%
Add:
Amortization of intangible assets, cost of revenue18,74218,742
Depreciation of property and equipment, cost of revenue9,0899,089
Stock-based compensation1,8667,3699,235
Acquisition-related costs, net(1)273391664
Restructuring costs(2)4961,8322,328
Adjusted Gross Profit$127,744$16,316$144,060
Adjusted Gross Margin68%15%49%

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(1) Acquisition-related costs, net includes deferred retention expenses following the ARMUS, KPI Ninja, and Twistle acquisitions.

(2) Restructuring costs include severance and other team member costs from workforce reductions.

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Year Ended December 31, 2022
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$176,288$99,948$276,236
Cost of revenue, excluding depreciation and amortization(56,642)(86,407)(143,049)
Amortization of intangible assets, cost of revenue(22,832)(22,832)
Depreciation of property and equipment, cost of revenue(7,413)(7,413)
Gross profit89,40113,541102,942
Gross margin51%14%37%
Add:
Amortization of intangible assets, cost of revenue22,83222,832
Depreciation of property and equipment, cost of revenue7,4137,413
Stock-based compensation2,0588,23010,288
Acquisition-related costs, net(1)3516551,006
Restructuring costs(2)2291,1391,368
Adjusted Gross Profit$122,284$23,565$145,849
Adjusted Gross Margin69%24%53%

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(1) Acquisition-related costs, net includes deferred retention expenses following the ARMUS, KPI Ninja, and Twistle acquisitions.

(2) Restructuring costs include severance and other team member costs from workforce reductions.

Technology gross margin remained constant at 52% for the years ended December 31, 2023 and 2024. Adjusted Technology Gross Margin decreased from 68% for the year ended December 31, 2023 to 66% for the year ended December 31, 2024. The year-over-year result was mainly driven by continued costs associated with transitioning a portion of our client base to Azure-hosted environments, as well as from costs associated with migrating Platform Clients to Health Catalyst Ignite, and Ninja Universe deployment costs incurred prior to the commencement of revenue recognition, partially offset by existing clients paying higher technology access fees from contractual, built-in escalators, without a corresponding increase in hosting costs.

We expect Adjusted Technology Gross Margin to fluctuate and potentially decline in the near term, primarily due to additional costs associated with the ongoing transition of Platform Clients to Health Catalyst Ignite and Ninja Universe deployment costs incurred prior to the commencement of revenue recognition, which typically begins six months or more following contract signing. The potential decline is also attributable to a small subset of App Clients reducing their software analytics application costs, which tend to be higher margin offerings.

Professional services gross margin increased from 6% for the year ended December 31, 2023 to 12% for the year ended December 31, 2024. Adjusted Professional Services Gross Margin increased from 15% for the year ended December 31, 2023 to 18% for the year ended December 31, 2024, primarily due to higher utilization rates and cost management efforts, driven in large part by the reduction in force that primarily occurred late in the fourth quarter of 2023 and early 2024.

In the fourth quarter of 2023, our board of directors approved workforce reductions as part of a restructuring plan intended to optimize our cost structure and focus our investment of resources in key priority areas to align with strategic changes (2023 Restructuring Plan). These reductions enabled significant improvement in our Adjusted Professional Services Gross Margin for the year ended December 31, 2024, compared to the year ended December 31, 2023. The majority of our professional services revenue is generated from data and analytics services and domain expertise services, which are also our highest gross margin professional services offerings. However, we expect that our Adjusted Professional Services Gross Margin will continue to fluctuate on a quarterly basis due to changes in our service mix, including data and analytics services, domain expertise services, TEMS, and implementation services, as well as variations in operational overhead and client-driven factors such as service delays or reductions amid macroeconomic uncertainty.

Specifically, in the near term, we expect our mix of services to include more TEMS which have minimal initial services gross margins that gradually increase over time as we drive efficiencies in service delivery through the use of our technology. As part of our TEMS contracts, we often re-badge existing health system team members within the applicable functional area as Health Catalyst team members. We often provide a client with a near-term discount relative to their existing costs for the scope of the TEMS opportunity, and we drive incremental gross margin over time by leveraging our technology and know-how to make processes more efficient and reduce the client’s labor costs.

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While there will be a headwind to gross margin from these TEMS in the near term, we believe this model will benefit our mid and long-term Adjusted EBITDA and profitability targets due to improved direct margin on these services over time, our ability to drive operating leverage with lower relative incremental operating expense investment required, and the fact that these contracts typically result in long-term technology subscription contract renewals or expansions.

Total gross margin increased from 35% for the year ended December 31, 2023, to 37% for the year ended December 31, 2024. Total Adjusted Gross Margin remained constant at 49% for the years ended December 31, 2023 and 2024. We expect total Adjusted Gross Margin to fluctuate and decline in the near term, primarily due to anticipated growth in professional services, including TEMS.

Adjusted EBITDA

Adjusted EBITDA is a non-GAAP financial measure that we define as net loss adjusted for (i) interest and other (income) expense, net, (ii) income tax provision (benefit), (iii) depreciation and amortization, (iv) stock-based compensation, (v) acquisition-related costs, net, (vi) litigation costs, (vii) restructuring costs, and (viii) non-recurring lease-related charges. We view acquisition-related expenses when applicable, such as transaction costs and changes in the fair value of contingent consideration liabilities that are directly related to business combinations, as costs that are unpredictable, dependent upon factors outside of our control, and are not necessarily reflective of operational performance during a period.

We believe that excluding restructuring costs, litigation costs, and non-recurring lease-related charges allows for more meaningful comparisons between operating results from period to period as this is separate from the core activities that arise in the ordinary course of our business and are not part of our ongoing operations. We believe Adjusted EBITDA provides investors with useful information on period-to-period performance as evaluated by management and a comparison with our past financial performance, and is useful in evaluating our operating performance compared to that of other companies in our industry, as this metric generally eliminates the effects of certain items that may vary from company to company for reasons unrelated to overall operating performance.

Our Adjusted EBITDA improved year-over-year as a result of our revenue growth and cost reduction initiatives as well as the timing of some non-headcount expenses. We generally expect Adjusted EBITDA to continue to improve going forward, although it may fluctuate from quarter to quarter as a result of the timing of non-recurring revenue and the seasonality of certain operating costs, including costs related to our HAS event, which we plan to hold next during the third quarter of 2025.

The following is a reconciliation of our Adjusted EBITDA to net loss, the most directly comparable financial measure calculated in accordance with GAAP, for the years ended December 31, 2024, 2023, and 2022:

Year Ended December 31,
202420232022
(in thousands)
Net loss$(69,502)$(118,147)$(137,403)
Add:
Interest and other (income) expense, net(637)(9,106)1,678
Income tax provision (benefit)333356(4,280)
Depreciation and amortization41,43142,22348,297
Stock-based compensation40,12855,75672,104
Acquisition-related costs, net(1)10,0645,7574,894
Litigation costs(2)21,279
Restructuring costs(3)2,0888,8228,425
Non-recurring lease-related charges(4)2,2004,0813,798
Adjusted EBITDA$26,105$11,021$(2,487)

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(1)Acquisition-related costs, net includes third-party fees associated with due diligence, deferred retention expenses, post-acquisition restructuring costs incurred as part of business combinations, and changes in fair value of contingent consideration liabilities for potential earn-out payments. For additional details refer to Notes 1, 2, and 7 in our consolidated financial statements.

(2)Litigation costs include costs related to litigation that are outside the ordinary course of our business. For additional details, refer to Note 16 in our consolidated financial statements.

(3)Restructuring costs include severance and other team member costs from workforce reductions, impairment of discontinued capitalized software projects, and other miscellaneous charges. For additional details, refer to Note 11 in our consolidated financial statements.

(4)Non-recurring lease-related charges includes lease-related impairment charges for the subleased portion of our corporate headquarters. For additional details refer to Note 9 in our consolidated financial statements.

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Key Factors Affecting Our Performance

We believe that our future growth, success, and performance are dependent on many factors, including those set forth below. While these factors present significant opportunities for us, they also represent the challenges that we must successfully address in order to grow our business and improve our results of operations.

•Impact of challenging macroeconomic environment, including high inflation and high interest rates. Recent macroeconomic challenges (including the high levels of inflation and high interest rates, new tariffs or market volatility and measures taken in response thereto) and the tight labor market continue to adversely affect workforces, organizations, governments, clients, economies, and financial markets globally, leading to an economic downturn and increased market volatility. These challenges have also disrupted the normal operations of many businesses, including ours. Our health system end market recently experienced meaningful financial strain from significant inflation. In particular, the health system end market experienced increases in labor and supply costs without a commensurate increase in revenue, leading to significant margin pressure. We are encouraged that, in general, the operating margins of our health system end market improved in 2024 relative to 2022 and 2023. If this trend with the end-markets continues, we expect it to be a tailwind in the medium-to-long-term.

•Add new clients. We believe our ability to increase our client base will enable us to drive growth. Our potential client base is generally in the early stages of data and analytics adoption and maturity. We expect to further penetrate the market over time as potential clients invest in commercial data and analytics solutions. As one of the first data platform and analytics vendors focused specifically on healthcare organizations, we have an early-mover advantage and strong brand awareness. Our clients are large, complex organizations who typically have long procurement cycles, which, as a result, may lead to challenges with adding new Platform Clients.

•Leverage recent product and services offerings to drive expansion. We believe that our ability to expand within our client base will enable us to drive growth. Over the last few years, we have developed and deployed several new analytics applications, including PowerCosting (formerly known as CORUS), PowerLabor, Touchstone, Patient Safety Monitor, Pop Analyzer (formerly known as Population Builder), Value Optimizer, and others. Because we are in the early stages of certain of our applications’ lifecycles and maturity, we do not have enough information to know the impact on revenue growth by upselling these applications and associated services to current and new clients.

•Impact of acquisitions. We have acquired multiple companies over the last few years, including Medicity in June 2018, Able Health in February 2020, Healthfinch in July 2020, Vitalware in September 2020, Twistle in July 2021, KPI Ninja in February 2022, ARMUS in April 2022, ERS in October 2023, Carevive in May 2024, Lumeon in August 2024, Intraprise in November 2024, and Upfront in January 2025. The historical and go-forward revenue growth profiles of these businesses may vary from our core Platform Clients, which can positively or negatively impact our overall growth rate. For example, Medicity clients have generated a lower dollar-based retention rate than Platform Clients and we expect declining revenue from Medicity clients in the foreseeable future. As we integrate the teams acquired via our recent acquisitions, we have also incurred integration-related costs and duplicative costs that could impact our operating cost profile in the near term.

•Changing revenue mix. Our technology and professional services offerings have materially different gross margin profiles. While our professional services offerings help our clients achieve measurable improvements and make them stickier, they have lower gross margins than our technology revenue. In 2024, our technology revenue and professional services revenue represented 64% and 36% of total revenue, respectively. Changes in our percentage of revenue attributable to Technology and Professional Services would impact future gross margin and Adjusted Gross Margin.

Furthermore, changes within the types of professional services we offer over time can have a material impact on our Adjusted Professional Services Gross Margin, impacting our future gross margin and Total Adjusted Gross Margin. See “Reconciliation of Non-GAAP Financial Measures” above for more information.

•Migration to Health Catalyst Ignite. We are in the process of migrating our Platform Clients from our DOS platform to Health Catalyst Ignite. These transitions have and will continue to result in higher cost of technology revenue, which will negatively impact Adjusted Technology Gross Margin. We anticipate Ignite migrations will be completed in mid-2026.

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Recent Acquisitions

Upfront Healthcare, Inc.

On January 22, 2025, we acquired Upfront Healthcare Services, Inc. (“Upfront”), a next-generation patient engagement platform provider, for preliminary consideration of approximately $41.5 million in cash and $32.1 million of our common stock, plus a potential recurring revenue-based earn-out of up to $33.4 million that, if achieved, would be paid 62.5% in common stock and 37.5% in cash. Certain Upfront shareholders also received shares of Health Catalyst common stock subject to revesting that are accounted for as post-acquisition stock-based compensation. Given the recent timing of the closing of this business combination, we are in the process of identifying and measuring the value of the assets acquired and liabilities assumed, including the acquisition-date fair value of the earn-out contingent consideration liability.

Intraprise Health, LLC.

On November 8, 2024, we acquired Intraprise Health, LLC. (Intraprise), a leading provider of data and analytics technology and services to healthcare organizations. The acquisition consideration transferred was $44.9 million and was comprised of net cash consideration of $25.4 million and shares of Health Catalyst common stock with a fair value of $19.5 million.

Lumeon Ltd.

On August 1, 2024, we acquired Lumeon Ltd. (Lumeon), a digital health company dedicated to helping provider organizations mend broken care coordination processes through automated care orchestration. The acquisition consideration transferred was $39.8 million and was comprised of net cash consideration of $36.2 million, shares of Health Catalyst common stock with a fair value of $2.9 million, and contingent consideration based on certain earn-out performance targets for Lumeon during an earn-out period ending on June 30, 2025, with an acquisition-date fair value of $0.7 million.

Carevive Systems, Inc.

On May 24, 2024, we acquired Carevive Systems, Inc. (Carevive), a leading oncology-focused health technology company centered on understanding and improving the experience of patients with cancer. The acquisition consideration transferred was $22.1 million and was comprised of net cash consideration of $18.6 million, shares of Health Catalyst common stock with a fair value of $2.6 million, and contingent consideration based on certain earn-out performance targets for Carevive during an earn-out period ending on June 30, 2025, with an acquisition-date fair value of $0.9 million.

Electronic Registry Systems, Inc. (ERS)

On October 2, 2023, we acquired Electronic Registry Systems, Inc. (ERS), a cloud-based provider of clinical registry development and data management software focused on oncology with advanced data analytics expertise. The acquisition consideration transferred was comprised of net cash consideration of $11.4 million. The ERS shareholders also received Health Catalyst common shares subject to revesting that are accounted for as post-acquisition stock-based compensation.

ARMUS Corporation

On April 29, 2022, we acquired ARMUS, a clinical registry development and data management technology company based in Foster City, California. ARMUS provides data abstraction, data validation, data management, data submission, and data reporting services to support participation in clinical quality registries for healthcare institutions around the world, including health systems, payers, medical device companies, and premier medical societies.

The acquisition consideration transferred was $9.4 million and was comprised of net cash consideration of $9.3 million and shares of Health Catalyst common stock with a fair value of $0.1 million, net of shares subject to revesting that are accounted for as post-acquisition stock-based compensation.

KPI Ninja, Inc.

On February 24, 2022, we acquired KPI Ninja, a leading provider of interoperability, enterprise analytics, and value-based care solutions based in Lincoln, Nebraska. KPI Ninja is known for its powerful capabilities, flexible configurations, and comprehensive applications designed to fulfill the promise of data-driven healthcare. The acquisition consideration transferred was $21.4 million and was comprised of net cash consideration of $18.5 million and shares of Health Catalyst common stock with a fair value of $2.9 million, net of shares subject to revesting that are accounted for as post-acquisition stock-based compensation.

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Components of Our Results of Operations

Revenue

We derive our revenue from sales of technology and professional services. For the years ended December 31, 2024, 2023, and 2022, technology revenue represented 64%, 63%, and 64% of total revenue, respectively, and professional services revenue represented 36%, 37%, and 36% of total revenue, respectively.

Technology revenue. Technology revenue primarily consists of subscription fees charged to clients for access to use our Platform and analytics applications. We provide clients access to our technology through either an all-access or limited-access, modular subscription. Most of our subscription contracts are cloud-based and generally have a three or five-year term, of which many are terminable after one year upon 90 days’ notice. The vast majority of our Platform Client subscription contracts have built-in annual escalators for technology access fees. Also included in technology revenue is the maintenance and support we provide, which generally includes updates and support services.

Professional services revenue. Professional services revenue primarily includes analytics services, domain expertise services, TEMS, and implementation services. Professional services arrangements typically include a fee for making FTE services available to our clients on a monthly basis. FTE services generally consist of a blend of analytic engineers, analysts, and data scientists based on the domain expertise needed to best serve our clients.

Deferred revenue

Deferred revenue consists of client billings in advance of revenue being recognized from our technology and professional services arrangements. We primarily invoice our clients for technology arrangements annually or quarterly in advance. Amounts anticipated to be recognized within one year of the balance sheet date are recorded as deferred revenue and the remaining portion is recorded as deferred revenue, net of current portion on our consolidated balance sheets.

Cost of revenue, excluding depreciation and amortization

Cost of technology revenue. Cost of technology revenue primarily consists of costs associated with hosting and supporting our technology, including third-party cloud computing and hosting costs, license and revenue share fees, contractor costs, and salary and related personnel costs for our cloud services and support teams.

Although we expect cost of technology revenue to increase in absolute dollars as we increase headcount, cloud computing, and hosting costs to accommodate growth, and as we continue to transition clients to third-party hosted data centers with Microsoft Azure and migrate clients to Health Catalyst Ignite, we anticipate cost of technology revenue as a percentage of technology revenue will generally decrease over the long term. We expect cost of technology revenue as a percentage of technology revenue to fluctuate and potentially increase in the near term, primarily due to additional costs associated with transitioning a small number of clients from on-premise deployments to Microsoft Azure-hosted environments and migrating clients to Health Catalyst Ignite.

Cost of professional services revenue. Cost of professional services revenue consists primarily of costs related to delivering our team’s expertise in analytics, strategic advisory, improvement, and implementation services. These costs primarily include salary and related personnel costs, travel-related costs, and outside contractor costs. The 2023 Restructuring Plan has reduced our ongoing cost of professional services revenue. However, we expect that the future savings from the reduced headcount may be offset by continued growth in our professional services, including TEMS. Our cost of professional services revenue may fluctuate as a percentage of our revenue from period to period due to the timing and extent of non-recurring professional services arrangements.

Operating expense

Sales and marketing. Sales and marketing expenses primarily include salary and related personnel costs for our sales, marketing, and account management teams, lead generation, marketing events, including our HAS, marketing programs, and outside contractor costs associated with the sale and marketing of our offerings. We plan to continue to invest in sales and marketing to grow our client base, expand in new markets, and increase our brand awareness. The trend and timing of sales and marketing expenses will depend in part on the timing of our expansion into new markets and marketing campaigns. Our sales and marketing expenses may fluctuate as a percentage of our revenue from period to period due to the timing and extent of these expenses.

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Research and development. Research and development expenses primarily include salary and related personnel costs for our data platform and analytics applications teams, subscriptions, and outside contractor costs associated with the development of products. We have developed an open, flexible, and scalable data platform. We plan to continue to invest in research and development to develop new solutions and enhance our applications library. The 2023 Restructuring Plan increased our research and development expenses in the fourth quarter of 2023 until midway through 2024 due to severance costs, but we expect that the reduction in headcount will reduce future, ongoing research and development expenses. Our research and development expenses may fluctuate as a percentage of our revenue from period to period due to the nature, timing, and extent of these expenses.

General and administrative. General and administrative expenses primarily include salary and related personnel costs for our legal, finance, people operations, IT, and other administrative teams, including certain executives. General and administrative expenses also include facilities, subscriptions, corporate insurance, outside legal, accounting, directors’ fees, and the change in fair value of contingent consideration liabilities. Our general and administrative expenses may fluctuate as a percentage of our revenue from period to period due to the timing and extent of these expenses, including due to restructuring initiatives.

Depreciation and amortization. Depreciation and amortization expenses are primarily attributable to our capital investment and consist of fixed asset depreciation, amortization of intangibles considered to have definite lives, and amortization of capitalized internal-use software costs.

Interest and other income (expense), net

Interest and other income (expense), net primarily consists of income from our investment holdings offset by interest expense. Interest expense is primarily attributable to the Convertible Senior Notes and Credit Agreement and also includes the amortization of deferred financing costs related to our debt arrangements.

Income tax benefit

Income tax benefit consists of U.S. federal, state, and foreign income taxes. Because of the uncertainty of the realization of the deferred tax assets, we have a full valuation allowance for our net deferred tax assets, including net operating loss carryforwards (NOLs) and tax credits related primarily to research and development.

As of December 31, 2024, we had federal and state NOLs of $680.7 million and $571.6 million, respectively, which will begin to expire for federal and state tax purposes in 2032 and 2025, respectively. Our existing NOLs may be subject to limitations arising from ownership changes and, if we undergo an ownership change in the future, our ability to utilize our NOLs and tax credits could be further limited by Sections 382 and 383 of the Code. Future changes in our stock ownership, many of which are outside of our control, could result in an ownership change under Sections 382 and 383 of the Code. Our NOLs and tax credits may also be limited under similar provisions of state law.

On August 16, 2022, the Inflation Reduction Act of 2022 (IRA) was enacted and signed into U.S. law. The IRA includes provisions imposing a 1% excise tax on share repurchases in excess of the fair value of stock issuances, including compensatory stock issuances, that occur after December 31, 2022 and introduces a 15% corporate alternative minimum tax on adjusted financial statement income. We do not expect the tax provisions of the IRA to have a material impact on our consolidated financial statements.

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Results of Operations

The following tables set forth our consolidated results of operations data and such data as a percentage of total revenue for each of the periods indicated:

Year Ended December 31,
202420232022
(in thousands)
Revenue:
Technology$194,852$187,583$176,288
Professional services111,732108,35599,948
Total revenue306,584295,938276,236
Cost of revenue, excluding depreciation and amortization shown below:
Technology(1)(2)(3)67,81262,47456,642
Professional services(1)(2)(3)97,993101,63186,407
Total cost of revenue, excluding depreciation and amortization165,805164,105143,049
Operating expenses:
Sales and marketing(1)(2)(3)54,38767,32187,514
Research and development(1)(2)(3)57,95072,62775,680
General and administrative(1)(2)(3)(4)(5)56,81776,55961,701
Depreciation and amortization41,43142,22348,297
Total operating expenses210,585258,730273,192
Loss from operations(69,806)(126,897)(140,005)
Interest and other income (expense), net6379,106(1,678)
Loss before income taxes(69,169)(117,791)(141,683)
Income tax provision (benefit)333356(4,280)
Net loss$(69,502)$(118,147)$(137,403)

__________________

(1)Includes stock-based compensation expense, as follows:

Year Ended December 31,
202420232022
Stock-Based Compensation Expense:(in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology$1,700$1,866$2,058
Professional services6,0417,3698,230
Sales and marketing12,12020,98228,082
Research and development7,69611,21312,938
General and administrative12,57114,32620,796
Total$40,128$55,756$72,104

(2)Includes acquisition-related costs, net, as follows:

Year Ended December 31,
202420232022
Acquisition-related costs, net:(in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology$320$273$351
Professional services433391655
Sales and marketing7916971,894
Research and development7037873,045
General and administrative7,8173,609(1,051)
Total$10,064$5,757$4,894

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(3)Includes restructuring costs, as follows:

Year Ended December 31,
202420232022
Restructuring costs:(in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology$79$496$229
Professional services1811,8321,139
Sales and marketing4492,4153,023
Research and development4433,3373,410
General and administrative936742624
Total$2,088$8,822$8,425

(4)Includes litigation costs, as follows:

Year Ended December 31,
202420232022
Litigation costs:(in thousands)
General and administrative$$21,279$

(5)Includes non-recurring lease-related charges, as follows:

Year Ended December 31,
202420232022
Non-recurring lease-related charges:(in thousands)
General and administrative$2,200$4,081$3,798
Year Ended December 31,
202420232022
Revenue:
Technology64%63%64%
Professional services363736
Total revenue100100100
Cost of revenue, excluding depreciation and amortization shown below:
Technology222121
Professional services323431
Total cost of revenue, excluding depreciation and amortization545552
Operating expenses:
Sales and marketing182332
Research and development192527
General and administrative192622
Depreciation and amortization141418
Total operating expenses708899
Loss from operations(24)(43)(51)
Interest and other income (expense), net13(1)
Loss before income taxes(23)(40)(52)
Income tax provision (benefit)(2)
Net loss(23)%(40)%(50)%

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Discussion of the Years Ended December 31, 2024 and 2023

Revenue

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
Revenue:
Technology$194,852$187,583$7,2694%
Professional services111,732108,3553,3773%
Total revenue$306,584$295,938$10,6464%
Percentage of revenue:
Technology64%63%
Professional services36%37%
Total100%100%

Total revenue was $306.6 million for the year ended December 31, 2024, compared to $295.9 million for the year ended December 31, 2023, an increase of $10.6 million, or 4%.

Technology revenue was $194.9 million, or 64% of total revenue, for the year ended December 31, 2024, compared to $187.6 million, or 63% of total revenue, for the year ended December 31, 2023. The technology revenue growth was primarily from new Platform Clients, revenue from existing clients paying higher technology access fees from contractual, annual escalators, and new offerings of expanded support services partially offset by elevated churn levels.

Professional services revenue was $111.7 million, or 36% of total revenue, for the year ended December 31, 2024, compared to $108.4 million, or 37% of total revenue, for the year ended December 31, 2023. The professional services revenue growth is primarily due to implementation, analytics, and other improvement services being provided to new Platform Clients, which includes TEMS.

Cost of revenue, excluding depreciation and amortization

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
Cost of revenue, excluding depreciation and amortization:
Technology$67,812$62,474$5,3389%
Professional services97,993101,631(3,638)(4)%
Total cost of revenue, excluding depreciation and amortization$165,805$164,105$1,7001%
Percentage of total revenue54%55%

Cost of technology revenue, excluding depreciation and amortization, was $67.8 million for the year ended December 31, 2024, compared to $62.5 million for the year ended December 31, 2023, an increase of $5.3 million, or 9%. The increase was primarily due to a $5.7 million increase in cloud computing and hosting costs largely from the expanded use of Microsoft Azure to serve existing and new clients, partially offset by a $0.5 million decrease in salary and related personnel costs, including stock-based compensation and restructuring costs.

Cost of professional services revenue was $98.0 million for the year ended December 31, 2024, compared to $101.6 million for the year ended December 31, 2023, a decrease of $3.6 million, or 4%. This decrease was primarily due to a $1.5 million decrease in contractor and outside service fees, a $1.3 million decrease in stock-based compensation, and a $0.8 million decrease in salary and related personnel costs, including restructuring costs.

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Operating Expenses

Sales and marketing

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
Sales and marketing$54,387$67,321$(12,934)(19)%
Percentage of total revenue18%23%

Sales and marketing expenses were $54.4 million for the year ended December 31, 2024, compared to $67.3 million for the year ended December 31, 2023, a decrease of $12.9 million, or 19%. The decrease was primarily due to a $8.9 million decrease in stock-based compensation and a $5.0 million decrease in salary and related personnel costs, including restructuring costs. These decreases were partially offset by a $1.4 million increase in contractor and outside service provider fees.

Sales and marketing expense as a percentage of total revenue decreased from 23% in the year ended December 31, 2023 to 18% in the year ended December 31, 2024.

Research and development

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
Research and development$57,950$72,627$(14,677)(20)%
Percentage of total revenue19%25%

Research and development expenses were $58.0 million for the year ended December 31, 2024, compared to $72.6 million for the year ended December 31, 2023, a decrease of $14.7 million, or 20%. The decrease was primarily due to a $9.0 million decrease in salary and related personnel costs, including restructuring costs, a $3.5 million decrease in stock-based compensation, and a $2.0 million decrease in contractor and outside service provider fees.

Research and development expense as a percentage of revenue decreased from 25% in the year ended December 31, 2023 to 19% in the year ended December 31, 2024.

General and administrative

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
General and administrative$56,817$76,559$(19,742)(26)%
Percentage of total revenue19%26%

General and administrative expenses were $56.8 million for the year ended December 31, 2024, compared to $76.6 million for the year ended December 31, 2023, a decrease of $19.7 million, or 26%. The decrease was primarily due to a $21.3 million decrease in litigation costs compared to those that occurred in the prior-year period, a $1.9 million decrease in lease-related impairment charges, and a $1.8 million decrease in stock-based compensation. These decreases were partially offset by a $4.2 million net increase in acquisition-related costs.

General and administrative expense as a percentage of revenue decreased from 26% in the year ended December 31, 2023 to 19% in the year ended December 31, 2024.

Depreciation and amortization

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
Depreciation and amortization$41,431$42,223$(792)(2)%
Percentage of total revenue14%14%

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Depreciation and amortization expenses were $41.4 million for the year ended December 31, 2024, compared to $42.2 million for the year ended December 31, 2023, a decrease of $0.8 million, or 2%. This decrease was primarily due to certain intangible assets from our business combinations becoming fully amortized.

Depreciation and amortization expense as a percentage of revenue remained constant at 14% for the years ended December 31, 2024, and 2023.

Interest and other income (expense), net

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
Interest income$17,982$16,389$1,59310%
Interest expense(17,086)(7,287)(9,799)(134)%
Other income (expense)(259)4(263)n/m(1)
Total interest and other expense, net$637$9,106$(8,469)93%

_______________________________

(1)Not meaningful

Interest and other income (expense), net decreased $8.5 million, or 93%, for the year ended December 31, 2024 compared to the year ended December 31, 2023. This change is primarily due to a $9.8 million increase in interest expense related to our new credit agreement with Silver Point Finance, partially offset by a $1.6 million increase in interest income on our short-term investments, primarily due to higher market interest rates.

Income tax provision

Year Ended December 31,
20242023$ Change% Change
(in thousands, except percentages)
Income tax provision$333$356$(23)(6)%

Income tax provision was largely consistent in the year ended December 31, 2024 compared to the year ended December 31, 2023. Our income tax provision consists of current and deferred taxes for U.S. federal, state, and foreign income taxes. As we have a full valuation allowance on our net deferred tax assets, our income tax provision typically consists primarily of minimal state and foreign income taxes, which is the case for the years ended December 31, 2024 and 2023.

Liquidity and Capital Resources

As of December 31, 2024, we had cash, cash equivalents, and short-term investments of $392.0 million, which were held for working capital and other general corporate purposes, which may include acquisitions and strategic transactions. Our cash equivalents and short-term investments are comprised primarily of money market funds, U.S. treasury notes, commercial paper, corporate bonds, and U.S. agency securities.

Since inception, we have financed our operations primarily from the proceeds we received through private sales of equity securities, payments received from clients under technology and professional services arrangements, borrowings under our loan and security agreements, our IPO, the Note Offering, and the Secondary Public Equity Offering. Our future capital requirements will depend on many factors, including our pace of new client growth and expanded client relationships, technology and professional services renewal activity, and the timing and extent of spend to support the expansion of sales, marketing, development, share repurchases, and acquisition-related activities. In the event that additional financing is required from outside sources, we may not be able to raise it on terms acceptable to us, or at all. If we are unable to raise additional capital when desired, our business, results of operations, and financial condition would be adversely affected.

We believe our existing cash, cash equivalents and marketable securities will be sufficient to meet our working capital and capital expenditure needs over at least the next 12 months, though we may require additional capital resources in the future.

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Credit Agreement

On July 16, 2024 (the Closing Date), we entered into a credit agreement with Silver Point Finance, LLC as administrative agent and collateral agent, and the lenders from time to time party thereto (Credit Agreement). The Credit Agreement provides a five-year term loan facility in an aggregate principal amount of up to $225 million, consisting of an initial term loan in the aggregate principal amount of $125 million, which was funded on the Closing Date, and a delayed draw term loan facility in the aggregate principal amount of $100 million, which was undrawn on the Closing Date.

We had the option to draw up to $40.0 million under the delayed draw facility within six months after the Closing Date and on October 29, 2024, we drew an additional principal amount of $37.7 million. We also have the option to draw up to an additional $60.0 million under the delayed draw facility within eighteen months after the Closing Date, subject to satisfaction of certain conditions, including a minimum liquidity threshold, and a maximum recurring revenue/leverage ratio. Borrowings under the Credit Agreement are expected to bear interest at a rate per annum equal to the secured overnight financing rate (SOFR) plus 6.5%. Commencing with the quarter ending on December 31, 2024, we are required to make quarterly principal payments in an amount equal to 0.25% of the aggregate original principal amount. The final maturity date of the term loans is July 16, 2029.

We expect the net proceeds from the initial term loan to be used, together with cash on hand, (i) to repurchase, repay and/or pay amounts of cash due upon conversion of any or all of our Notes at any time on or prior to the maturity of the Notes and (ii) for working capital and general corporate purposes. The proceeds from the delayed draw term loan facility, if any, will be used to fund our inorganic growth strategy through permitted acquisitions (including deferred purchase price or similar arrangements related thereto) and to pay fees, costs, and expenses in connection therewith.

Refer to “Note 10-Debt” of our consolidated financial statements for additional details regarding the Credit Agreement.

Share repurchase plan

In August 2022, our Board of Directors authorized a share repurchase program to repurchase up to $40.0 million of our outstanding shares of common stock (Share Repurchase Plan). During the year ended December 31, 2024 there were no share repurchases. The total remaining authorization for future shares of common stock repurchases under our Share Repurchase Plan is $29.8 million as of December 31, 2024.

Convertible senior notes

On April 14, 2020, we issued $230.0 million in aggregate principal amount of 2.50% Convertible Senior Notes due 2025 (the Notes), pursuant to an Indenture dated April 14, 2020, with U.S. Bank National Association, as trustee, in a private offering to qualified institutional buyers. We received net proceeds from the sale of the Notes of $222.5 million, after deducting the initial purchasers’ discounts and offering expenses payable by us. The Notes are senior, unsecured obligations and will accrue interest payable semiannually in arrears on April 15 and October 15 of each year, beginning on October 15, 2020, at a rate of 2.50% per year. The Notes will mature on April 15, 2025, unless earlier converted, redeemed, or repurchased. The Notes are convertible into cash, shares of our common stock, or a combination of cash and shares of our common stock, with the form of consideration determined at our election. The conversion rate is initially 32.6797 shares of our common stock per $1,000 principal amount of Notes (which is equivalent to an initial conversion price of approximately $30.60 per share of our common stock). We have the intent and ability to settle the Notes fully in cash upon the maturity date in April 2025.

Capped Calls

On April 8, 2020, concurrently with the pricing of the Notes, we entered into privately negotiated capped call transactions (Base Capped Calls) with certain financial institutions, or option counterparties. In addition, in connection with the initial purchasers’ exercise in full of their option to purchase additional Notes, on April 9, 2020, we entered into additional capped call transactions (Additional Capped Calls, and, together with the Base Capped Calls, the Capped Calls) with each of the option counterparties. We used approximately $21.6 million of the net proceeds from the Note Offering to pay the option premium cost of the Capped Calls. The Capped Calls have initial cap prices of $42.00 per share, subject to certain adjustments. The Capped Calls are expected generally to reduce the potential dilution to our common stock upon any conversion of Notes and/or offset any cash payments we are required to make in excess of the principal amount of converted Notes, as the case may be, with such reduction and/or offset subject to the cap price.

Refer to “Note 10-Debt” of our consolidated financial statements for additional details regarding the private offering of the Notes and the Capped Calls.

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Cash Flows

The following table summarizes our cash flows for the years ended December 31, 2024, 2023, and 2022:

Year Ended December 31,
202420232022
(in thousands)
Net cash provided by (used in) operating activities$14,559$(33,080)$(35,270)
Net cash (used in) provided by investing activities(22,902)20,293(39,021)
Net cash provided by (used in) financing activities151,7462,730(2,613)
Effect of exchange rate changes on cash and cash equivalents(34)21(11)
Net increase (decrease) in cash and cash equivalents$143,369$(10,036)$(76,915)

Operating activities

Our largest source of operating cash flows is cash collections from our clients for technology and professional services arrangements. Our primary uses of cash from operating activities are for employee-related expenses, marketing expenses, and technology costs.

For the year ended December 31, 2024, net cash provided by operating activities was $14.6 million, which included a net loss of $69.5 million. Non-cash charges primarily consisted of $41.4 million in depreciation and amortization, $40.1 million in stock-based compensation, $3.3 million related to the amortization of debt discount, issuance costs, and deferred financing costs, and $2.2 million in impairment of long-lived assets, reduced by $4.8 million of investment discount accretion.

For the year ended December 31, 2023, net cash used in operating activities was $33.1 million, which included a net loss of $118.1 million. Non-cash charges primarily consisted of $55.8 million in stock-based compensation, $42.2 million in depreciation and amortization, and $4.1 million in impairment of long-lived assets, reduced by $9.7 million of investment discount accretion.

For the year ended December 31, 2022, net cash used in operating activities was $35.3 million, which included a net loss of $137.4 million. Non-cash charges primarily consisted of $72.1 million in stock-based compensation, $48.3 million in depreciation and amortization of property, equipment, and intangible assets, $5.0 million in impairment of long-lived assets, reduced by a $4.7 million net decrease in fair value of contingent consideration liabilities, and a $4.5 million deferred tax benefit. The $3.2 million of payments in excess of the acquisition date fair value to settle the cash-based portion of contingent consideration liabilities was included in the net cash used in operating activities.

Investing activities

Net cash used in investing activities for the year ended December 31, 2024 of $22.9 million was primarily due to the purchases of short-term investments of $168.3 million, offset by the sale and maturity of short-term investments of $242.1 million. The net investing cash inflows provided by our short-term investment activity were offset by investing cash outflows of $80.3 million in the acquisition of businesses, $14.3 million of capitalized internal-use software development costs, and $2.1 million in purchases of property, equipment, and intangible assets.

Net cash provided by investing activities for the year ended December 31, 2023 of $20.3 million was primarily due to the sale and maturity of short-term investments of $336.8 million, reduced by the purchases of short-term investments of $290.8 million. The net investing cash inflows provided by our short-term investment activity was partially offset by investing cash outflows of $11.4 million used to acquire ERS, $12.0 million of capitalized internal-use software development costs, and $2.4 million in purchases of property, equipment, and intangible assets.

Net cash used in investing activities for the year ended December 31, 2022 of $39.0 million was primarily due to $27.8 million used to acquire KPI Ninja and ARMUS, $13.0 million of capitalized internal-use software development costs, and $4.4 million in purchases of property, equipment, and intangible assets. These investing cash outflows were partially offset by the sale and maturity of short-term investments of $315.2 million, reduced by the purchases of short-term investments of $309.0 million.

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Financing activities

Net cash provided by financing activities for the year ended December 31, 2024 of $151.7 million was primarily the result of $152.3 million of proceeds related to our Credit Agreement and drawing on the delayed draw facility, net of issuance costs, $2.4 million in proceeds from our ESPP and $0.2 million in stock option exercise proceeds, reduced by $2.2 million for the payment of deferred financing costs and $1.0 million in debt repayments.

Net cash provided by financing activities for the year ended December 31, 2023 of $2.7 million was primarily the result of $3.6 million in proceeds from our ESPP and $1.0 million in stock option exercise proceeds, partially offset by $1.8 million in repurchases of common stock.

Net cash used in financing activities for the year ended December 31, 2022 of $2.6 million was primarily the result of $8.4 million in repurchases of common stock and $1.3 million in payments of acquisition-related obligations, partially offset by $4.0 million in stock option exercise proceeds and $3.2 million in proceeds from our ESPP.

Critical Accounting Policies and Estimates

Our consolidated financial statements are prepared in accordance with U.S. GAAP. The preparation of these consolidated financial statements requires management to make estimates, assumptions, and judgments that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities at the date of the financial statements, and the reported amounts of revenue and expenses during the applicable periods. We base our estimates, assumptions, and judgments on our knowledge and experience about past and current events and on various other factors that we believe to be reasonable under the circumstances. Different assumptions and judgments would change the estimates used in the preparation of our consolidated financial statements, which, in turn, could change the results from those reported. We evaluate our estimates, assumptions, and judgments on an ongoing basis.

The critical accounting estimates, assumptions, and judgments that we believe have the most significant impact on our consolidated financial statements are described below.

Revenue recognition

We derive our revenues primarily from technology subscriptions and professional services. We determine revenue recognition by applying the following steps:

•Identification of the contract, or contracts, with a client;

•Identification of the performance obligations in the contract;

•Determination of the transaction price;

•Allocation of the transaction price to the performance obligations in the contract; and

•Recognition of revenue when, or as, we satisfy the performance obligation.

We recognize revenue net of any taxes collected from clients and subsequently remitted to governmental authorities.

Technology revenue

Technology revenue primarily consists of subscription fees charged to clients for access to use our technology. We provide clients access to our technology through either an all-access or limited-access, modular subscription.

The majority of our subscription arrangements are cloud-based and do not provide clients the right to take possession of the technology or contain a significant penalty if the client were to take possession of the technology. Revenue from cloud-based subscriptions is recognized ratably over the contract term beginning on the date that the service is made available to the client. Our subscription contracts generally have a three or five-year term, of which many are terminable after one year upon 90 days’ notice. Subscriptions that allow the client to take software on-premise without significant penalty are treated as time-based licenses. These arrangements generally include access to technology, access to unspecified future products, and maintenance and support. Revenue for upfront access to our technology library is recognized at a point in time when the technology is made available to the client. Revenue for access to unspecified future products included in time-based license subscriptions is recognized ratably over the contract term beginning on the date that the access is made available to the client.

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Professional services revenue

Professional services revenue primarily includes data and analytics services, domain expertise services, TEMS, and implementation services. Professional services arrangements typically include a fee for making full-time equivalent (FTE) services available to our clients on a monthly basis. FTE services generally consist of a blend of analytic engineers, analysts, and data scientists based on the domain expertise needed to best serve our clients. Professional services are typically considered distinct from the technology offerings and revenue is generally recognized as the service is provided using the “right to invoice” practical expedient.

Contracts with multiple performance obligations

Many of our contracts include multiple performance obligations. We account for performance obligations separately if they are capable of being distinct within the context of the contract. In these circumstances, the transaction price is allocated to separate performance obligations on a relative standalone selling price basis. We determine standalone selling prices based on the observable price a good or service is sold for separately when available. In cases where standalone selling prices are not directly observable, based on information available, we utilize the expected cost plus a margin, adjusted market assessment, or residual estimation method. We consider all information available including our overall pricing objectives, market conditions, and other factors, which may include client demographics and the types of users. Standalone selling prices are not directly observable for our all-access and limited-access technology arrangements, which are composed of cloud-based subscriptions, time-based licenses, and perpetual licenses. For these technology arrangements, we generally use the residual estimation method due to a limited number of standalone transactions and/or prices that are highly variable.

Variable consideration

We have also entered into at-risk and shared savings arrangements with certain clients whereby we receive variable consideration based on the achievement of measurable improvements which may include cost savings or performance against metrics. For these arrangements, we estimate revenue using the most likely amount that we will receive. Estimates are based on our historical experience and best judgment at the time to the extent it is probable that a significant reversal of revenue recognized will not occur. Due to the nature of our arrangements, certain estimates may be constrained until the uncertainty is further resolved.

Business combinations

The results of businesses acquired in a business combination are included in our consolidated financial statements from the date of the acquisition. Purchase accounting results in assets and liabilities of an acquired business generally being recorded at their estimated fair value on the acquisition date. Any excess consideration over the fair value of the identifiable assets acquired and liabilities assumed is recognized as goodwill.

We perform valuations of assets acquired and liabilities assumed on each acquisition accounted for as a business combination in order to record the tangible and intangible assets acquired and liabilities assumed based on our best estimate of fair value. Determining the fair value of assets acquired and liabilities assumed requires management to use significant judgment and estimates including the selection of valuation methodologies, estimates of future revenue and cash flows, discount rates, and selection of comparable companies. Significant estimation is required in determining the fair value of the client-related intangible assets and technology-related intangible assets. The significant estimation is primarily due to the judgmental nature of the inputs to the valuation models used to measure the fair value of these intangible assets, as well as the sensitivity of the respective fair values to the underlying significant assumptions. We typically use the income approach or cost approach to measure the fair value of intangible assets. The significant assumptions used to form the basis of the estimates included the number of engineer hours required to develop technology, expected revenue including revenue growth rates, rate and timing of obsolescence, royalty rates and earnings before interest, taxes, depreciation and amortization (EBITDA) margin used in the estimate for client relationships, and backlog.

Many of these significant assumptions are forward-looking and could be affected by future economic and market conditions. We engage the assistance of valuation specialists in concluding on fair value measurements in connection with determining fair values of material assets acquired and liabilities assumed in a business combination. Transaction costs associated with business combinations are expensed as incurred and are included in general and administrative expense in our consolidated statements of operations and comprehensive loss.

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Contingent consideration liabilities

Our acquisition consideration in business combinations may include an estimate for contingent consideration that will be paid if certain earn-out performance targets are met. The resulting contingent consideration liabilities are categorized as a Level 3 fair value measurement because we estimate projections during the earn-out period utilizing unobservable inputs, including various potential pay-out scenarios based on billings and revenue-related earn-out targets. Changes to the unobservable inputs could have a material impact on our consolidated financial statements.

We generally value the expected contingent consideration and the corresponding liabilities using a probability model such as the Monte Carlo method or Black-Scholes Model based on estimates of potential payment scenarios. Probabilities are applied to each potential scenario and the resulting values are discounted using a rate that considers weighted average cost of capital as well as a specific risk premium associated with the riskiness of the earn-out itself, the related projections, projected payment dates, and volatility in the fair value of our common stock. The fair value of the contingent consideration is remeasured each reporting period. As applicable, the portion of the contingent consideration liabilities that will be settled in shares of our common stock is classified as a component of non-current liabilities in our consolidated balance sheets, while the portion to be paid in cash is classified as a component of current liabilities. Changes to the contingent consideration liabilities are reflected as part of general and administrative expense in our consolidated statements of operations.

Goodwill

We record goodwill as the difference between the aggregate consideration paid for a business combination and the fair value of the identifiable net tangible and intangible assets acquired. Goodwill includes the know-how of the assembled workforce, the ability of the workforce to further improve technology and product offerings, client relationships, and the expected cash flows resulting from these efforts. Goodwill may also include expected synergies resulting from the complementary strategic fit these businesses bring to existing operations. Goodwill is assessed for impairment annually on October 31 or more frequently if indicators of impairment are present or circumstances suggest that impairment may exist.

Our first step in the goodwill impairment test is a qualitative analysis of factors that could be indicators of potential impairment. Judgment in the assessment of qualitative factors of impairment may include changes in business climate, market conditions, or other events impacting the reporting unit.

Next, if a quantitative analysis is necessary, we compare the fair value of the reporting unit with its carrying amount, including goodwill. Performing a quantitative goodwill impairment test includes the determination of the fair value of a reporting unit, which requires management to use significant judgment and estimation. The significant estimation is primarily due to the judgmental nature of the inputs to the valuation models used to measure the fair value of the reporting units, as well as the sensitivity of the respective fair values to the underlying significant assumptions. We typically use the income or market approach to measure the fair value of reporting units. The significant assumptions used to form the basis of the estimates include, among others, the selection of valuation methodologies, estimates of expected revenue, including revenue growth rates, and operating margins used to calculate projected future cash flows, risk-adjusted discount rates, and the selection of appropriate market comparable companies. Many of these significant assumptions are forward-looking and could be affected by future economic and market conditions. When a quantitative analysis is necessary, we typically engage the assistance of valuation specialists in concluding on fair value measurements in connection with determining the fair values of our reporting units.

If the fair value of the reporting unit exceeds its carrying amount, the goodwill of the reporting unit is not considered impaired. If the carrying amount of the reporting unit exceeds its fair value, we would recognize a goodwill impairment charge for the amount by which the carrying amount exceeds the reporting unit’s fair value.

Stock-based compensation

Stock-based awards, including stock options, restricted stock units (RSUs), performance-based restricted stock units (PRSUs), and restricted shares are measured and recognized in the consolidated financial statements based on the fair value of the award on the grant date or, when applicable, the modification date. The grant date fair value of our stock-based awards is typically determined using the market closing price of our common stock on the date of grant; however, we also consider whether any adjustments are required when the market closing price does not reflect certain material non-public information that we know but is unavailable to marketplace participants on the date of grant. The expense is recognized straight-line over the vesting period for awards with a service condition. The accelerated attribution method is used for PRSUs. We record forfeitures of stock-based awards as the actual forfeitures occur.

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For awards subject to performance conditions, we record expense when the performance condition becomes probable. Each reporting period, we evaluate the probability of achieving the performance criteria, estimate the number of shares that are expected to vest, and adjust the related compensation expense accordingly. For awards subject to market conditions, we estimate the fair value as of the grant date using a Monte Carlo simulation valuation model which requires the use of various assumptions, including historic stock price volatility and risk-free interest rates as of the valuation date corresponding to the length of time remaining in the performance period. Stock-based compensation expense for awards with market conditions is recognized over the requisite service period using the accelerated attribution method and is not reversed if the market condition is not met.

Stock-based compensation expense related to purchase rights issued under the 2019 Health Catalyst Employee Stock Purchase Plan (ESPP) is based on the Black-Scholes option-pricing model fair value of the estimated number of awards as of the beginning of the offering period. Stock-based compensation expense is recognized using the straight-line method over the offering period. We will continue to use judgment in evaluating the assumptions related to our stock-based compensation on a prospective basis. As we continue to accumulate additional data related to our common stock, we may have refinements to our estimates, which could materially impact our future stock-based compensation expense.

Recent Accounting Pronouncements

See “Description of Business and Summary of Significant Accounting Policies” in Note 1 to our audited consolidated financial statements included within Item 8 in this Annual Report on Form 10-K for more information.

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FY 2023 10-K MD&A

SEC filing source: 0001636422-24-000016.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Confidence: high. Filing date: 2024-02-22. Report date: 2023-12-31.

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations

The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our consolidated financial statements, the accompanying notes, and other financial information included elsewhere in this Annual Report on Form 10-K. This discussion contains forward-looking statements that involve risks, uncertainties, and assumptions. Our actual results could differ materially from those forward-looking statements below. Factors that could cause or contribute to those differences include, but are not limited to, those identified below and those discussed in the sections titled “Risk Factors” and “Special Note Regarding Forward-Looking Statements” included elsewhere in this Annual Report on Form 10-K.

A discussion regarding our financial condition and results of operations for the year ended December 31, 2023 compared to the year ended December 31, 2022 is presented below. A discussion regarding our financial condition and results of operations for the year ended December 31, 2022 compared to the year ended December 31, 2021 is included under “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in our prior year Form 10-K filed on February 28, 2023.

Overview

We are a leading provider of data and analytics technology and services to healthcare organizations. Our Solution comprises our cloud-based data platform, software analytics applications, and professional services expertise. Our clients, which are primarily healthcare providers, use our Solution to manage their data, derive analytical insights to operate their organization, and produce measurable clinical, financial, and operational improvements. We envision a future where all healthcare decisions are data-informed.

Health Catalyst was founded in 2008 by healthcare analytics industry pioneers. Our founders and team developed the initial version of our Solution, consisting of an early version of our data platform, select analytics accelerators, and professional services expertise. From the beginning, our Solution has been focused on enabling our mission: to be the catalyst for massive, measurable, data-informed healthcare improvement. We currently employ more than 1,300 team members.

Highlights from the years ended December 31, 2023, 2022, and 2021 include:

•For the years ended December 31, 2023, 2022, and 2021, our total revenue was $295.9 million, $276.2 million, and $241.9 million, respectively. The growth in revenue was primarily due to revenue from new clients, including clients of our recent acquired entities, and existing clients paying higher technology access fees from contractual, annual escalators.

•For the years ended December 31, 2023, 2022, and 2021, we incurred net losses of $118.1 million, $137.4 million, and $153.2 million, respectively.

•For the years ended December 31, 2023, 2022, and 2021, our Adjusted EBITDA was $11.0 million, $(2.5) million, and $(11.2) million, respectively.

See “Reconciliation of Non-GAAP Financial Measures” below for more information about Adjusted EBITDA, including the limitations of Adjusted EBITDA and a reconciliation to the most directly comparable measure calculated in accordance with GAAP. See “Key Factors Affecting Our Performance” for more information about important opportunities and challenges related to our business.

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Challenging Macroeconomic Environment

Recent macroeconomic challenges (including high levels of inflation and high interest rates) and the tight labor market continue to adversely affect workforces, organizations, governments, clients, economies, and financial markets globally. These factors have disrupted the normal operations of many businesses, including our business. These factors have also placed the national healthcare system under significant operational and budgetary strain, and will likely continue to do so in the near term.

The health system end market, in particular, is experiencing meaningful financial strain, in which it has realized significant increases in labor and supply costs without a commensurate increase in revenue, leading to a deterioration in operating margins across many of our clients and prospective clients. We anticipate this dynamic to persist for at least the next few quarters, although we have seen incremental improvements in recent months. We have seen a decrease in pipeline demand relative to the period prior to the onset of these macroeconomic factors in 2022, as well as some elevated realized and anticipated down-sell and churn levels, primarily for the parts of our Solution that do not offer near-term, financial ROI, such as our clinically-focused technology offerings and our more traditional consulting Professional Services.

While we have seen that this financial strain has continued to pressure health system budgets, we have continued to hear a strong acknowledgement that our offering includes solutions that directly reduce health systems’ current financial pressure, especially related to the segments of our offering that have a clear, near-term financial ROI, such as our TEMS offering, our Financial Empowerment technology suite, and some components of our Population Health technology suite.

With respect to other near-term implications of the challenging macroeconomic environment, we continue to anticipate that a higher proportion of our gross bookings will come from our existing client base as compared to historical levels, inclusive of upsells to both our DOS client base, as well as upsells to our over 525 other more modular non-DOS clients. This expectation is driven by our belief that many existing clients that have already realized a strong ROI, and are aligned on a long-term partnership framework, will be more receptive to expansion conversations, as compared to discussions with prospective clients. Additionally, the elevated technology down-sell and churn levels for DOS Subscription Clients, primarily for the parts of our Solution that do not offer near-term, financial ROI, inclusive of some smaller, more modular DOS relationships, and our aggregate churn levels in 2023 were more heavily weighted toward the first half of 2023.

Our 2023 net new DOS Subscription Clients had a lower average starting annual recurring revenue (ARR) as compared to historical levels. Our average subscription revenue for net new DOS Subscription Clients signed in the year ended December 31, 2023 (new 2023 DOS Subscription Clients), was toward the low end of the average expected range of $500,000 to $1,500,000, driven primarily by greater demand of stand-alone DOS module components, such as Healthcare.AI, which resulted in subscription revenue that is significantly lower than subscription revenue derived from a contract that includes access to all of the DOS platform components and analytic applications. This average ARR range is comprised of new 2023 DOS Subscription Clients with (i) subscription revenue in the expected average range or significantly above the expected average range driven by the size of the client organization and the bundle of technology and services included in their subscription and (ii) subscription revenue meaningfully below the low-end of the expected range driven by sales of stand-alone DOS module components, which provided greater deal certainty in a more challenging macroeconomic environment, and which we believe will provide an opportunity to expand our relationship with these DOS Subscription Clients in the future.

We benefit from a highly recurring revenue model, in which greater than 90% of our revenue is recurring in nature, and a high level of technology revenue predictability, especially within our DOS Subscription Clients whose contracts, when sold as a bundle with our analytics applications, often have built-in, contractual technology revenue escalators.

As previously described, within our professional services segment, a subset of clients have reduced the number of FTEs engaged in their initiatives, while in the technology segment, a subset of modular clients and smaller DOS platform clients have lowered their application and analytics spend. Given the improved bookings performance of our TEMS offering beginning in the second half of 2022 and extending through 2023, a higher proportion of our bookings in 2023 came from our professional services offering relative to 2022, as health systems looked for solutions to effectively address their near-term expense challenges. While this change in bookings mix will lead to lower Adjusted Professional Services Gross Margin and Total Adjusted Gross Margin in future years, we expect that we will achieve improvements in Adjusted EBITDA as a result of the minimal incremental operating expense required to support our TEMS growth. We continue to anticipate that our adjusted operating expenses as a percentage of revenue will trend lower, largely due to our restructuring efforts and meaningful continued operating leverage.

We continue to proactively respond to the challenging macroeconomic environment with a strategic operating plan that emphasizes our offerings and go-to-market approach in the areas where we have the most competitive differentiation and where clients are most likely to achieve measurable financial and operational ROI both in the near term and over time.

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We believe this focus will enable us to move forward in a position of continued competitive and financial strength. We will continue to refine this strategic operating plan and are continuing to make several investments in research and development, primarily in enhancing the capabilities within our DOS platform, in order to maintain our position as a market-leading data platform over the long term.

Our Business Model

We offer our Solution to a variety of healthcare organizations, primarily in the United States, including academic medical centers, integrated delivery networks, community hospitals, large physician practices, ACOs, health information exchanges, health insurers, and other risk-bearing entities. We categorize our client count into two primary categories: DOS Subscription Clients and Other Clients. DOS Subscription Clients are defined as clients who directly or indirectly access our DOS platform via a technology subscription contract. Indirect access to the DOS platform may include DOS module components such as Healthcare.AI, Pop Analyzer, IDEA, and other DOS platform components. See “Key Business Metrics and Non-GAAP Financial Measures” below for more information about our DOS Subscription Clients. Other Clients generally include DOS non-subscription clients and other clients from historical acquisitions. As of December 31, 2023, 2022, and 2021, we had 109, 98, and 90 DOS Subscription Clients with active subscriptions, respectively. As of December 31, 2023, we served over 525 Other Clients compared to over 425 as of December 31, 2022. The increase in Other Clients from 2022 to 2023 was primarily due to our acquisition of ERS.

We derive substantially all of our revenue through subscriptions for use of our technology and professional services on a recurring basis. In 2023, greater than 90% of our total revenue was recurring in nature. Clients pay for our technology primarily on a subscription basis for our entire technology suite or for pieces of our technology (e.g., DOS-only or modular portions of DOS, which we have sometimes referred to as DOS Lite). We generally provide access to our technology and deliver professional services to clients on a recurring basis, with our technology invoiced upfront annually or quarterly and our professional services invoiced monthly. Most of our technology and professional services contracts with DOS Subscription Clients have a three or five-year term, of which many are terminable after one year upon 90 days’ notice. As we increase the use cases we address at a given client, we have the opportunity to upsell incremental technology and services. We have demonstrated an ability to upsell technology and services to our client base over time as evidenced by a Dollar-based Retention Rate of 100%, 100%, and 112% for the years ended December 31, 2023, 2022, and 2021, respectively.

The primary costs incurred to deliver our technology are hosting fees and headcount-related costs associated with our cloud services and support teams. Hosting fees are related to providing our technology through a cloud-based environment hosted primarily by Microsoft Azure. However, we also have deployed DOS on-premise to a small number of clients. Over time, we plan to continue to migrate our on-premise clients to Azure-hosted environments, increasing our technology cost of revenue. We have experienced and expect to continue to experience operational inefficiencies associated with managing multiple hosting providers, resulting in a headwind against Adjusted Technology Gross Margin. Additionally, we are in the early phases of migrating our DOS platform client base to a single-instance, multi-tenant data platform architecture that includes enhanced elastic compute capabilities supported by Snowflake and Databricks database technologies. We expect that these investments in our DOS platform will provide additional capabilities for our clients as well as improve our ability to drive cost efficiencies in our hosting and support costs per client over time. However, in the medium-term, we will incur some migration costs associated with deploying the updated architecture across DOS platform clients, resulting in a headwind for our Technology Gross Margin. The primary costs incurred to deliver our professional services are the salaries, benefits, and other headcount-related costs of our team members.

We delineate our sales organization by new client acquisition and existing client retention and expansion. Selling efforts to new clients vary. Many of our new clients engage with us broadly for multiple use cases, requiring buy-in during the sales cycle across the C-suite. Alternatively, in some instances, we engage with a client in a single-use case. After we demonstrate measurable improvements, we work with our clients to expand the utilization of our Solution to other use cases or enterprise-wide. The average sales cycle for a new DOS Subscription Client is estimated to be approximately one year, but that timeline can vary materially. Because of our vertical focus on the healthcare industry, we believe our sales and marketing resources can be deployed more efficiently than at horizontally-focused companies that provide technology and services to multiple industries. Additionally, with our increased focus on driving expansion within our existing client base through our TEMS offering, we believe that our sales and marketing infrastructure is positioned well to generate meaningful leverage and growth within our services offerings without the need for the same level of incremental investment as in prior years. This operating leverage primarily stems from the fact that we already have an existing relationship with the client, inclusive of having invested in client success initiatives and having provided account management services to the client since the beginning of our contractual relationship. Over the past few years, we have invested in growth infrastructure by adding to our sales operations and marketing teams, which are built to help us scale over the long term.

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We have demonstrated a consistent track record of innovation through research and development over time as evidenced by our new product features and new product offerings. This innovation is driven by feedback we glean from our clients, professional services teams, and the market generally. Our investments in product development have been focused on increasing the capabilities of our Solution and expanding the number of use cases we address for our clients.

Financial Measures and Key Business Metrics

We regularly review a number of metrics, including the following key financial measures, to manage our business and evaluate our operating performance compared to that of other companies in our industry:

Year Ended December 31,
202320222021
GAAP Financial Measures:(in thousands, except percentages)
Technology revenue$187,583$176,288$147,718
Professional services revenue$108,355$99,948$94,208
Total revenue$295,938$276,236$241,926
Net loss$(118,147)$(137,403)$(153,210)
Non-GAAP Financial Measures:
Adjusted Technology Gross Profit$127,744$122,284$102,326
Adjusted Technology Gross Margin68%69%69%
Adjusted Professional Services Gross Profit$16,316$23,565$25,544
Adjusted Professional Services Gross Margin15%24%27%
Total Adjusted Gross Profit$144,060$145,849$127,870
Total Adjusted Gross Margin49%53%53%
Adjusted EBITDA$11,021$(2,487)$(11,248)

We monitor the key financial measures set forth in the preceding table to help us evaluate trends, establish budgets, measure the effectiveness and efficiency of our operations, and determine team member incentives. We discuss Adjusted Gross Profit, Adjusted Gross Margin, and Adjusted EBITDA in more detail below.

Adjusted gross profit and adjusted gross margin

Adjusted Gross Profit is a non-GAAP financial measure that we define as revenue less cost of revenue, excluding depreciation and amortization, adding back stock-based compensation, acquisition-related costs, net, and restructuring costs as applicable. We define Adjusted Gross Margin as our Adjusted Gross Profit divided by our revenue. We believe Adjusted Gross Profit and Adjusted Gross Margin are useful to investors as they eliminate the impact of certain non-cash expenses, as well as certain other non-recurring operating expenses, and allow a direct comparison of these measures between periods without the impact of non-cash expenses and certain other non-recurring operating expenses. We present both of these measures for our technology and professional services business. We believe these non-GAAP measures are useful in evaluating our operating performance compared to that of other companies in our industry, as these metrics generally eliminate the effects of certain items that may vary from company to company for reasons unrelated to overall profitability.

See “Reconciliation of Non-GAAP Financial Measures” below for information regarding the limitations of using our Adjusted Gross Profit and Adjusted Gross Margin as financial measures and for a reconciliation of revenue to our Adjusted Gross Profit, the most directly comparable financial measure calculated in accordance with GAAP.

Adjusted EBITDA

Adjusted EBITDA is a non-GAAP financial measure that we define as net loss adjusted for (i) interest and other (income) expense, net, (ii) income tax provision (benefit), (iii) depreciation and amortization, (iv) stock-based compensation, (v) acquisition-related costs, net, (vi) litigation costs, (vii) restructuring costs, and (viii) non-recurring lease-related charges. We view acquisition-related expenses when applicable, such as transaction costs and changes in the fair value of contingent consideration liabilities that are directly related to business combinations, as costs that are unpredictable, dependent upon factors outside of our control, and are not necessarily reflective of operational performance during a period. We believe that excluding restructuring costs, litigation costs, and non-recurring lease-related charges allows for more meaningful comparisons between operating results from period to period as these are separate from the core activities that arise in the ordinary course of our business and are not part of our ongoing operations.

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We believe Adjusted EBITDA provides investors with useful information on period-to-period performance as evaluated by management and comparison with our past financial performance. We believe Adjusted EBITDA is useful in evaluating our operating performance compared to that of other companies in our industry, as this metric generally eliminates the effects of certain items that may vary from company to company for reasons unrelated to overall operating performance.

See “Reconciliation of Non-GAAP Financial Measures” below for information regarding the limitations of using our Adjusted EBITDA as a financial measure and for a reconciliation of our net loss to Adjusted EBITDA, the most directly comparable financial measure calculated in accordance with GAAP.

Other Key Metrics

We also regularly monitor and review the number of DOS Subscription Clients and Dollar-based Retention Rate as shown in the following tables:

DOS Subscription Clients

As of December 31,
202320222021
DOS Subscription Clients1099890

Since 2016, our primary contracting model is a subscription-based contract to our DOS platform, analytics applications, and professional services. Given how fundamental DOS is to our Solution and because the vast majority of our total revenue is derived from DOS Subscription Clients, we believe our DOS Subscription Client count is a representation of our market penetration and the growth of our business. We have updated the name of this key metric to DOS Subscription Clients from DOS Subscription Customers used in prior filings as we feel that the client reference more fully depicts the deep, long-standing, multi-faceted relationships we strive to build with the entities we serve.

DOS Subscription Clients are defined as clients who directly or indirectly access our DOS platform via a technology subscription contract. Indirect access to the DOS platform may include DOS module components such as Healthcare.AI, Pop Analyzer, IDEA, and other DOS platform components. Given the variety of ways to access DOS and the mix of specific components of DOS available to be included in a subscription contract, average subscription revenue for new DOS Subscription Clients in a given calendar year can vary. Although subscription revenue from individual DOS Subscription Client arrangements may vary dramatically based on the type and number of DOS modules and applications included in new contracts, we generally expect average subscription revenue for new DOS Subscription Clients in a calendar year will range between $500,000 and $1,500,000.

The average subscription revenue for DOS Subscription Clients signed in the twelve-month period ended December 31, 2023 (2023 DOS Subscription Clients), for instance, was below the midpoint of the average expected range noted in the preceding paragraph, driven primarily by greater growth opportunity through stand-alone DOS module components, such as Healthcare.AI, which resulted in subscription revenue that is significantly lower than subscription revenue derived from a contract that includes enterprise access to all of the DOS platform components and analytic applications. This average ARR range is comprised of new 2023 DOS Subscription Clients with (i) subscription revenue in the expected average range or significantly above the expected average range driven by the size of the client organization and the bundle of technology and services included in their subscription and (ii) subscription revenue meaningfully below the low-end of the expected range driven by sales of stand-alone DOS module components, which provided greater deal certainty in a more challenging macroeconomic environment, and which we believe will provide an opportunity to expand our relationship with these DOS Subscription Clients in the future.

Our net new DOS Subscription Client additions were lower in 2023 and 2022 as compared to 2021 due to the continued financial strain and budget constraints in our end-market. While health system operating margins continue to be challenged relative to longer-term historical levels, we are encouraged to see these operating margins steadily improving in recent quarters. Supported by the continued improvement in the operating environment of our end market, we anticipate improvement in both the net new DOS Subscription Clients added as well as the average subscription revenue per new DOS Subscription Client in 2024 compared to 2023.

Dollar-based Retention Rate

Year Ended December 31,
202320222021
Dollar-based Retention Rate100%100%112%

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We calculate our Dollar-based Retention Rate as of a period end by starting with the sum of the technology and professional services ARR from our DOS Subscription Clients as of the date 12 months prior to such period end (prior period ARR). We then calculate the sum of the ARR from these same clients as of the current period end (current period ARR).

Current period ARR includes any upsells and also reflects contraction or attrition over the trailing twelve months but excludes revenue from new DOS Subscription Clients added in the current period. We then divide the current period ARR by the prior period ARR to arrive at our Dollar-based Retention Rate. We calculate ARR for each DOS Subscription Client as the expected monthly recurring revenue of our clients as of the last day of a period multiplied by 12. Because our primary business model is to contract for our DOS platform, analytics applications, and professional services, our Dollar-Based Retention Rate calculated above only includes our DOS Subscription Clients. Other Clients that do not meet the definition of a DOS Subscription Client, which are primarily legacy Medicity, Able Health, Healthfinch, Vitalware, Twistle, KPI Ninja, ARMUS, and ERS clients, are not included in the Dollar-based Retention Rate metrics.

Given the nature of our technology contracts, which, for many DOS Subscription Clients, are generally priced for multi-year periods and have built-in, contractual escalators, we would generally anticipate less variation within our Dollar-based Retention Rate for technology fees as a result of current challenging macroeconomic factors. However, our technology Dollar-based Retention Rate decreased as of December 31, 2023 and 2022 compared to December 31, 2021 primarily due to the loss of a large enterprise DOS platform client, a decline in our sales pipeline with respect to parts of our Solution that do not offer near-term ROI, such as our clinically-focused technology offerings, and some clients reducing their near-term DOS and analytics application spend with us in an effort to meet their short-term budget requirements. As noted, our Dollar-based Retention Rate Key Metric excludes Other Clients who are not DOS Subscription Clients, including clients added through acquisition, as the go-forward technology revenue growth profiles of these businesses may vary from our core DOS Subscription Clients. For example, Medicity clients have generated a lower Dollar-based Retention Rate than DOS Subscription Clients and we expect flat to declining revenue from Medicity clients in the foreseeable future.

The financial strain imposed by COVID-19 on a number of our clients led to a meaningfully lower professional services dollar-based retention in 2020 compared to prior years due to discounts provided to support our clients through the financial strain related to the initial outbreak. We did not provide similar discounts during 2021 and saw improvement in our Dollar-based Retention Rate for professional services fees compared to 2020. However, 2022 and 2023 proved to be more challenging years than anticipated as a result of the inflationary macroeconomic environment and the meaningful financial strain that our health system end market faced, which contributed to a lower Dollar-based Retention Rate compared to 2021. We anticipate that there will continue to be variation in our professional services Dollar-based Retention Rate in the near term, however, we expect it to improve in 2024 relative to 2023, primarily driven by incremental improvements in the financial health of our end market and continued opportunities to upsell existing DOS Subscription Clients with additional access to technology and to our TEMS offering. While the vast majority of our professional services revenue are recurring in nature, we also provide clients with an option to engage with us for non-recurring, project-based professional services fees. These non-recurring, project-based fees are less predictable than our recurring services and can drive fluctuations in quarterly professional services revenues and in prior period comparisons.

Reconciliation of Non-GAAP Financial Measures

In addition to our results determined in accordance with GAAP, we believe the following non-GAAP measures are useful in evaluating our operating performance. We use the following non-GAAP financial information to evaluate our ongoing operations, as a component in determining employee bonus compensation, and for internal planning and forecasting purposes. We believe that non-GAAP financial information, when taken collectively, may be helpful to investors because it provides consistency and comparability with past financial performance. However, non-GAAP financial information is presented for supplemental informational purposes only, has limitations as an analytical tool, and should not be considered in isolation or as a substitute for financial information presented in accordance with GAAP. In addition, other companies, including companies in our industry, may calculate similarly-titled non-GAAP measures differently or may use other measures to evaluate their performance, all of which could reduce the usefulness of our non-GAAP financial measures as tools for comparison. A reconciliation is provided below for each non-GAAP financial measure to the most directly comparable financial measure stated in accordance with GAAP. Investors are encouraged to review the related GAAP financial measures and the reconciliation of these non-GAAP financial measures to their most directly comparable GAAP financial measures, and not to rely on any single financial measure to evaluate our business.

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Adjusted gross profit and adjusted gross margin

Adjusted Gross Profit is a non-GAAP financial measure that we define as revenue less cost of revenue, excluding depreciation and amortization, adding back stock-based compensation, acquisition-related costs, net, and restructuring costs, as applicable. We define Adjusted Gross Margin as our Adjusted Gross Profit divided by our revenue. We believe Adjusted Gross Profit and Adjusted Gross Margin are useful to investors as they eliminate the impact of certain non-cash expenses and allow a direct comparison of these measures between periods without the impact of non-cash expenses and certain other non-recurring operating expenses.

We present both of these measures for our technology and professional services business. We believe these non-GAAP measures are useful in evaluating our operating performance compared to that of other companies in our industry, as these metrics generally eliminate the effects of certain items that may vary from company to company for reasons unrelated to overall profitability.

The following is a reconciliation of revenue to our Adjusted Gross Profit and Adjusted Gross Margin in total and for technology and professional services for the years ended December 31, 2023, 2022, and 2021:

Year Ended December 31, 2023
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$187,583$108,355$295,938
Cost of revenue, excluding depreciation and amortization(62,474)(101,631)(164,105)
Gross profit, excluding depreciation and amortization125,1096,724131,833
Add:
Stock-based compensation1,8667,3699,235
Acquisition-related costs, net(1)273391664
Restructuring costs(2)4961,8322,328
Adjusted Gross Profit$127,744$16,316$144,060
Gross margin, excluding depreciation and amortization67%6%45%
Adjusted Gross Margin68%15%49%

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(1) Acquisition-related costs, net include deferred retention expenses following the ARMUS, KPI Ninja, and Twistle acquisitions.

(2) Restructuring costs include severance and other team member costs from workforce reductions.

Year Ended December 31, 2022
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$176,288$99,948$276,236
Cost of revenue, excluding depreciation and amortization(56,642)(86,407)(143,049)
Gross profit, excluding depreciation and amortization119,64613,541133,187
Add:
Stock-based compensation2,0588,23010,288
Acquisition-related costs, net(1)3516551,006
Restructuring costs(2)2291,1391,368
Adjusted Gross Profit$122,284$23,565$145,849
Gross margin, excluding depreciation and amortization68%14%48%
Adjusted Gross Margin69%24%53%

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(1) Acquisition-related costs, net includes deferred retention expenses following the ARMUS, KPI Ninja, and Twistle acquisitions.

(2) Restructuring costs include severance and other team member costs from workforce reductions.

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Year Ended December 31, 2021
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$147,718$94,208$241,926
Cost of revenue, excluding depreciation and amortization(47,516)(76,838)(124,354)
Gross profit, excluding depreciation and amortization100,20217,370117,572
Add:
Stock-based compensation2,0638,04710,110
Acquisition-related costs, net(1)61127188
Adjusted Gross Profit$102,326$25,544$127,870
Gross margin, excluding depreciation and amortization68%18%49%
Adjusted Gross Margin69%27%53%

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(1) Acquisition-related costs, net includes deferred retention expenses following the Twistle acquisition.

Adjusted Technology Gross Margin decreased slightly from 69% for the year ended December 31, 2022 to 68% for the year ended December 31, 2023. The year-over-year result was mainly driven by continued costs associated with transitioning a portion of our client base to Azure-hosted environments, as well as from costs associated with migrating a subset of our client base to our multi-tenant, Snowflake and Databricks-enabled data platform environment, partially offset by existing clients paying higher technology access fees from contractual, built-in escalators, without a corresponding increase in hosting costs.

We expect Adjusted Technology Gross Margin to fluctuate and potentially decline in the near term, primarily due to additional costs associated with the ongoing transition of a small number of clients from our managed data centers or on-premise to third-party hosted data centers with Microsoft Azure as well as the migration of a subset of clients to our multi-tenant, Snowflake and Databricks-enabled data platform environment. The potential decline is also attributable to a small subset of modular clients reducing their software analytics application costs, which tend to be higher margin offerings.

Adjusted Professional Services Gross Margin decreased from 24% for the year ended December 31, 2022 to 15% for the year ended December 31, 2023, primarily due to growth in TEMS, which start at a lower gross margin than many of our other professional service offerings, and lower utilization rates.

We expect that the workforce reductions that are part of the 2023 Restructuring Plan will have a positive impact on Adjusted Professional Services Gross Margin; however, we still expect Adjusted Professional Services Gross Margin to fluctuate on a quarterly basis due to changes in the mix of services we provide, the amount of operational overhead required to deliver our services, and clients delaying or reducing services due to the uncertain and challenging macroeconomic environment. Specifically, in the near term, we expect our mix of services to include more TEMS which have minimal initial services gross margins that gradually increase over time as we drive efficiencies in service delivery through the use of our technology. As part of our TEMS contracts, we often re-badge existing health system team members within the applicable functional area as Health Catalyst team members. We often provide a client with a near-term discount relative to their existing costs for the scope of the TEMS opportunity, and we drive incremental gross margin over time by leveraging our technology and know-how to make processes more efficient and reduce the client’s labor costs. While there will be a headwind to gross margin from these TEMS in the near term, we believe this model will benefit our mid and long-term Adjusted EBITDA and profitability targets due to improved direct margin on these services over time, our ability to drive operating leverage with lower relative incremental operating expense investment required, and the fact that these contracts typically result in long-term technology subscription contract renewals or expansions.

Adjusted EBITDA

Adjusted EBITDA is a non-GAAP financial measure that we define as net loss adjusted for (i) interest and other (income) expense, net, (ii) income tax provision (benefit), (iii) depreciation and amortization, (iv) stock-based compensation, (v) acquisition-related costs, net, (vi) litigation costs, (vii) restructuring costs, and (viii) non-recurring lease-related charges. We view acquisition-related expenses when applicable, such as transaction costs and changes in the fair value of contingent consideration liabilities that are directly related to business combinations, as costs that are unpredictable, dependent upon factors outside of our control, and are not necessarily reflective of operational performance during a period.

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We believe that excluding restructuring costs, litigation costs, and non-recurring lease-related charges allows for more meaningful comparisons between operating results from period to period as this is separate from the core activities that arise in the ordinary course of our business and are not part of our ongoing operations. We believe Adjusted EBITDA provides investors with useful information on period-to-period performance as evaluated by management and a comparison with our past financial performance, and is useful in evaluating our operating performance compared to that of other companies in our industry, as this metric generally eliminates the effects of certain items that may vary from company to company for reasons unrelated to overall operating performance.

Our Adjusted EBITDA improved year-over-year as a result of our revenue growth and cost reduction initiatives as well as the timing of some non-headcount expenses, including the change in timing of our HAS event. We expect Adjusted EBITDA to continue to improve going forward, although it may fluctuate from quarter to quarter as a result of the timing of non-recurring revenue and the seasonality of certain operating costs, including costs related to our HAS event, which we plan to hold next during the first quarter of 2024.

The following is a reconciliation of our Adjusted EBITDA to net loss, the most directly comparable financial measure calculated in accordance with GAAP, for the years ended December 31, 2023, 2022, and 2021:

Year Ended December 31,
202320222021
(in thousands)
Net loss$(118,147)$(137,403)$(153,210)
Add:
Interest and other (income) expense, net(9,106)1,67816,458
Income tax provision (benefit)356(4,280)(6,898)
Depreciation and amortization42,22348,29737,528
Stock-based compensation55,75672,10465,145
Acquisition-related costs, net(1)5,7574,89427,929
Litigation costs(2)21,279
Restructuring costs(3)8,8228,425
Non-recurring lease-related charges(4)4,0813,7981,800
Adjusted EBITDA$11,021$(2,487)$(11,248)

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(1)Acquisition-related costs, net includes third-party fees associated with due diligence, deferred retention expenses, post-acquisition restructuring costs incurred as part of business combinations, and changes in fair value of contingent consideration liabilities for potential earn-out payments. For additional details refer to Notes 1, 2, and 7 in our consolidated financial statements.

(2)Litigation costs include costs related to litigation that are outside the ordinary course of our business. For additional details, refer to Note 16 in our consolidated financial statements.

(3)Restructuring costs include severance and other team member costs from workforce reductions, impairment of discontinued capitalized software projects, and other miscellaneous charges. For additional details, refer to Note 11 in our consolidated financial statements.

(4)Non-recurring lease-related charges includes lease-related impairment charges for the subleased portion of our corporate headquarters. For additional details refer to Note 9 in our consolidated financial statements.

Key Factors Affecting Our Performance

We believe that our future growth, success, and performance are dependent on many factors, including those set forth below. While these factors present significant opportunities for us, they also represent the challenges that we must successfully address in order to grow our business and improve our results of operations.

•Impact of challenging macroeconomic environment, including high inflation and high interest rates. Recent macroeconomic challenges (including the high levels of inflation and high interest rates) and the tight labor market continue to adversely affect workforces, organizations, governments, clients, economies, and financial markets globally, leading to an economic downturn and increased market volatility. They have also disrupted the normal operations of many businesses, including ours. Our health system end market is currently experiencing meaningful financial strain from significant inflation. In particular, they are experiencing increases in labor and supply costs without a commensurate increase in revenue, leading to significant margin pressure. This margin pressure could continue to decrease healthcare industry spending, adversely affect demand for our technology and services, cause one or more of our clients to file for bankruptcy protection or go out of business, cause one or more of our clients to fail to renew, terminate, or renegotiate their contracts, impact expected spending from new clients, negatively impact collections of accounts receivable, and harm our business, results of operations, and financial condition. It is not possible for us to predict the duration or magnitude of the adverse results of the challenging macroeconomic environment and its effects on our business, results of operations, or financial condition at this time.

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•Add new clients. We believe our ability to increase our client base will enable us to drive growth. Our potential client base is generally in the early stages of data and analytics adoption and maturity. We expect to further penetrate the market over time as potential clients invest in commercial data and analytics solutions. As one of the first data platform and analytics vendors focused specifically on healthcare organizations, we have an early-mover advantage and strong brand awareness. Our clients are large, complex organizations who typically have long procurement cycles which may lead to declines in the pace of our new client additions, which also included small clients.

•Leverage recent product and services offerings to drive expansion. We believe that our ability to expand within our client base will enable us to drive growth. Over the last few years, we have developed and deployed several new analytics applications including PowerCosting (formerly known as CORUS), PowerLabor, Touchstone, Patient Safety Monitor, Pop Analyzer (formerly known as Population Builder), Value Optimizer, and others. Because we are in the early stages of certain of our applications’ lifecycles and maturity, we do not have enough information to know the impact on revenue growth by upselling these applications and associated services to current and new clients.

•Impact of acquisitions. We have acquired multiple companies over the last few years, including Medicity in June 2018, Able Health in February 2020, Healthfinch in July 2020, Vitalware in September 2020, Twistle in July 2021, KPI Ninja in February 2022, ARMUS in April 2022, and ERS in October 2023. The historical and go-forward revenue growth profiles of these businesses may vary from our core DOS Subscription Clients, which can positively or negatively impact our overall growth rate. For example, Medicity clients have generated a lower dollar-based retention rate than DOS Subscription Clients and we expect declining revenue from Medicity clients in the foreseeable future. As we integrate the teams acquired via our recent acquisitions, we have also incurred integration-related costs and duplicative costs that could impact our operating cost profile in the near term.

•Changing revenue mix. Our technology and professional services offerings have materially different gross margin profiles. While our professional services offerings help our clients achieve measurable improvements and make them stickier, they have lower gross margins than our technology revenue. In 2023, our technology revenue and professional services revenue represented 63% and 37% of total revenue, respectively.

Changes in our percentage of revenue attributable to Technology and Professional Services would impact future Total Adjusted Gross Margin. For example, in 2024, we expect professional services revenue to become a higher percentage of total revenue as a result of increased demand for Tech-enabled Managed Services that tend to provide an immediate ROI for clients, including in the form of cost savings for the client. Furthermore, changes within the types of professional services we offer over time can have a material impact on our Adjusted Professional Services Gross Margin, impacting our future Total Adjusted Gross Margin. See “Reconciliation of Non-GAAP Financial Measures” above for more information.

•Transitions to Microsoft Azure and migration to multi-tenant, Snowflake and Databricks enabled data platform environment. We incur hosting fees related to providing DOS through a cloud-based environment hosted by Microsoft Azure. We maintain a small number of clients that have deployed DOS on-premise. We are in the process of migrating clients who deployed DOS on-premise to Azure-hosted environments. The Azure cloud provides clients with more advanced DOS product functionality and a more seamless client experience; however, hosting clients in Azure is more costly than on-premise deployments on a per-client basis. We have also started migrating certain clients to our multi-tenant, Snowflake and Databricks-enabled data platform environment. These transitions have and will continue to result in higher cost of technology revenue and a reduced Adjusted Technology Gross Margin.

Recent Acquisitions

Electronic Registry Systems, Inc. (ERS)

On October 2, 2023, we acquired Electronic Registry Systems, Inc. (ERS), a cloud-based provider of clinical registry development and data management software focused on oncology with advanced data analytics expertise. The acquisition consideration transferred was comprised of net cash consideration of $11.4 million. The ERS shareholders also received Health Catalyst common shares subject to revesting that are accounted for as post-acquisition stock-based compensation.

ARMUS Corporation

On April 29, 2022, we acquired ARMUS, a clinical registry development and data management technology company based in Foster City, California. ARMUS provides data abstraction, data validation, data management, data submission, and data reporting services to support participation in clinical quality registries for healthcare institutions around the world, including health systems, payers, medical device companies, and premier medical societies.

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The acquisition consideration transferred was $9.4 million and was comprised of net cash consideration of $9.3 million and Health Catalyst common shares with a fair value of $0.1 million, net of shares subject to revesting that are accounted for as post-acquisition stock-based compensation.

KPI Ninja, Inc.

On February 24, 2022, we acquired KPI Ninja, a leading provider of interoperability, enterprise analytics, and value-based care solutions based in Lincoln, Nebraska. KPI Ninja is known for its powerful capabilities, flexible configurations, and comprehensive applications designed to fulfill the promise of data-driven healthcare. The acquisition consideration transferred was $21.4 million and was comprised of net cash consideration of $18.5 million and Health Catalyst common shares with a fair value of $2.9 million, net of shares subject to revesting that are accounted for as post-acquisition stock-based compensation.

Twistle, Inc.

On July 1, 2021, we acquired Twistle, Inc. (Twistle), a healthcare patient engagement SaaS technology company that automates patient-centered communication between care teams and patients to transform the patient experience, drive better care outcomes, and reduce healthcare costs. We anticipate that Twistle’s leading clinical workflow and patient engagement platform, paired with the Health Catalyst population health offering, will enable a comprehensive go-to-market solution to address the population health needs of healthcare and life science organizations. The acquisition consideration transferred was $91.9 million, consisting of net cash consideration of $46.7 million, Health Catalyst common shares with a fair value of $43.1 million, and contingent consideration based on certain earn-out performance targets for Twistle during an earn-out period that ended on June 30, 2022, which had an initial estimated fair value of $2.1 million. The earn-out contingent consideration liability was settled during the third quarter of 2022.

Components of Our Results of Operations

Revenue

We derive our revenue from sales of technology and professional services. For the years ended December 31, 2023, 2022, and 2021, technology revenue represented 63%, 64%, and 61% of total revenue, respectively, and professional services revenue represented 37%, 36%, and 39% of total revenue, respectively.

Technology revenue.   Technology revenue primarily consists of subscription fees charged to clients for access to use our data platform and analytics applications. We provide clients access to our technology through either an all-access or limited-access, modular subscription. Most of our subscription contracts are cloud-based and generally have a three or five-year term, of which many are terminable after one year upon 90 days’ notice. The vast majority of our DOS subscription contracts have built-in annual escalators for technology access fees. Also included in technology revenue is the maintenance and support we provide, which generally includes updates and support services.

Professional services revenue.   Professional services revenue primarily includes analytics services, domain expertise services, TEMS, and implementation services. Professional services arrangements typically include a fee for making FTE services available to our clients on a monthly basis. FTE services generally consist of a blend of analytic engineers, analysts, and data scientists based on the domain expertise needed to best serve our clients.

Deferred revenue

Deferred revenue consists of client billings in advance of revenue being recognized from our technology and professional services arrangements. We primarily invoice our clients for technology arrangements annually or quarterly in advance. Amounts anticipated to be recognized within one year of the balance sheet date are recorded as deferred revenue and the remaining portion is recorded as deferred revenue, net of current portion on our consolidated balance sheets.

Cost of revenue, excluding depreciation and amortization

Cost of technology revenue.    Cost of technology revenue primarily consists of costs associated with hosting and supporting our technology, including third-party cloud computing and hosting costs, license and revenue share fees, contractor costs, and salary and related personnel costs for our cloud services and support teams.

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Although we expect cost of technology revenue to increase in absolute dollars as we increase headcount, cloud computing, and hosting costs to accommodate growth, and as we continue to transition clients to third-party hosted data centers with Microsoft Azure and the migration of clients to the next iteration of our DOS platform, we anticipate cost of technology revenue as a percentage of technology revenue will generally decrease over the long term. We expect cost of technology revenue as a percentage of technology revenue to fluctuate and potentially increase in the near term, primarily due to additional costs associated with transitioning a small number of clients from on-premise to Microsoft Azure and the migration of clients to the next iteration of our DOS platform.

Cost of professional services revenue.    Cost of professional services revenue consists primarily of costs related to delivering our team’s expertise in analytics, strategic advisory, improvement, and implementation services. These costs primarily include salary and related personnel costs, travel-related costs, and outside contractor costs. The 2023 Restructuring Plan increased the cost of professional services revenue in the fourth quarter of 2023 due to severance costs, but we expect that the reduction in headcount will reduce future, ongoing cost of professional services revenue. We further expect that the future savings from the reduced headcount will be offset by continued growth in our professional services, including TEMS.

Operating expense

Sales and marketing. Sales and marketing expenses primarily include salary and related personnel costs for our sales, marketing, and account management teams, lead generation, marketing events, including our HAS, marketing programs, and outside contractor costs associated with the sale and marketing of our offerings. We plan to continue to invest in sales and marketing to grow our client base, expand in new markets, and increase our brand awareness. The trend and timing of sales and marketing expenses will depend in part on the timing of our expansion into new markets and marketing campaigns. Our sales and marketing expenses may fluctuate as a percentage of our revenue from period to period due to the timing and extent of these expenses, including due to restructuring initiatives.

Research and development. Research and development expenses primarily include salary and related personnel costs for our data platform and analytics applications teams, subscriptions, and outside contractor costs associated with the development of products. We have developed an open, flexible, and scalable data platform. We plan to continue to invest in research and development to develop new solutions and enhance our applications library. The 2023 Restructuring Plan increased our research and development expenses in the fourth quarter of 2023 due to severance costs, but we expect that the reduction in headcount will reduce future, ongoing research and development expenses. Our research and development expenses may fluctuate as a percentage of our revenue from period to period due to the nature, timing, and extent of these expenses.

General and administrative. General and administrative expenses primarily include salary and related personnel costs for our legal, finance, people operations, IT, and other administrative teams, including certain executives. General and administrative expenses also include facilities, subscriptions, corporate insurance, outside legal, accounting, directors’ fees, and the change in fair value of contingent consideration liabilities. Our general and administrative expenses may fluctuate as a percentage of our revenue from period to period due to the timing and extent of these expenses, including due to restructuring initiatives.

Depreciation and amortization.   Depreciation and amortization expenses are primarily attributable to our capital investment and consist of fixed asset depreciation, amortization of intangibles considered to have definite lives, and amortization of capitalized internal-use software costs.

Interest and other income (expense), net

Interest and other income (expense), net primarily consists of income from our investment holdings offset by interest expense. Interest expense is primarily attributable to the 2.50% Convertible Senior Notes due 2025 (the Notes) and it also includes the amortization of deferred financing costs related to our debt arrangements. The adoption of ASU 2020-06 reduced our reported interest expense as it relates to our convertible senior notes in 2023 and 2022 as compared to 2021.

Income tax benefit

Income tax benefit consists of U.S. federal, state, and foreign income taxes. Because of the uncertainty of the realization of the deferred tax assets, we have a full valuation allowance for our net deferred tax assets, including net operating loss carryforwards (NOLs) and tax credits related primarily to research and development.

As of December 31, 2023, we had federal and state NOLs of $602.6 million and $505.5 million, respectively, which will begin to expire for federal and state tax purposes in 2032 and 2024, respectively.

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Our existing NOLs may be subject to limitations arising from ownership changes and, if we undergo an ownership change in the future, our ability to utilize our NOLs and tax credits could be further limited by Sections 382 and 383 of the Code. Future changes in our stock ownership, many of which are outside of our control, could result in an ownership change under Sections 382 and 383 of the Code. Our NOLs and tax credits may also be limited under similar provisions of state law.

On March 27, 2020, the CARES Act was enacted and signed into U.S. law to provide economic relief to individuals and businesses facing economic hardship as a result of the COVID-19 pandemic. On March 11, 2021, the American Rescue Plan Act (ARPA) was enacted and signed into U.S. law to provide additional economic stimulus and tax credits. Changes in tax laws or rates are accounted for in the period of enactment. The income tax provisions of the CARES Act and ARPA do not have a significant impact on our current taxes, deferred taxes, or uncertain tax positions. The CARES Act also provided for the deferral of an employer’s portion of social security payroll taxes for the remainder of 2020. We deferred the social security payroll tax match beginning in April 2020 and fully paid all related deferred payroll taxes in December 2021.

On August 16, 2022, the Inflation Reduction Act of 2022 (IRA) was enacted and signed into U.S. law. The IRA includes provisions imposing a 1% excise tax on share repurchases in excess of the fair value of stock issuances, including compensatory stock issuances, that occur after December 31, 2022 and introduces a 15% corporate alternative minimum tax on adjusted financial statement income. We do not expect the tax provisions of the IRA to have a material impact on our consolidated financial statements.

Results of Operations

The following tables set forth our consolidated results of operations data and such data as a percentage of total revenue for each of the periods indicated:

Year Ended December 31,
202320222021
(in thousands)
Revenue:
Technology$187,583$176,288$147,718
Professional services108,35599,94894,208
Total revenue295,938276,236241,926
Cost of revenue, excluding depreciation and amortization shown below:
Technology(1)(2)(3)62,47456,64247,516
Professional services(1)(2)(3)101,63186,40776,838
Total cost of revenue, excluding depreciation and amortization164,105143,049124,354
Operating expenses:
Sales and marketing(1)(2)(3)67,32187,51475,027
Research and development(1)(2)(3)72,62775,68062,733
General and administrative(1)(2)(3)(4)(5)76,55961,70185,934
Depreciation and amortization42,22348,29737,528
Total operating expenses258,730273,192261,222
Loss from operations(126,897)(140,005)(143,650)
Interest and other income (expense), net9,106(1,678)(16,458)
Loss before income taxes(117,791)(141,683)(160,108)
Income tax provision (benefit)356(4,280)(6,898)
Net loss$(118,147)$(137,403)$(153,210)

__________________

(1)Includes stock-based compensation expense, as follows:

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Year Ended December 31,
202320222021
Stock-Based Compensation Expense:(in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology$1,866$2,058$2,063
Professional services7,3698,2308,047
Sales and marketing20,98228,08222,698
Research and development11,21312,93810,213
General and administrative14,32620,79622,124
Total$55,756$72,104$65,145

(2)Includes acquisition-related costs, net, as follows:

Year Ended December 31,
202320222021
Acquisition-related costs, net:(in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology$273$351$61
Professional services391655127
Sales and marketing6971,894592
Research and development7873,045901
General and administrative3,609(1,051)26,248
Total$5,757$4,894$27,929

(3)Includes restructuring costs, as follows:

Year Ended December 31,
202320222021
Restructuring costs:(in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology$496$229$
Professional services1,8321,139
Sales and marketing2,4153,023
Research and development3,3373,410
General and administrative742624
Total$8,822$8,425$

(4)Includes litigation costs, as follows:

Year Ended December 31,
202320222021
Litigation costs:(in thousands)
General and administrative$21,279$$

(5)Includes non-recurring lease-related charges, as follows:

Year Ended December 31,
202320222021
Non-recurring lease-related charges:(in thousands)
General and administrative$4,081$3,798$1,800

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Year Ended December 31,
202320222021
Revenue:
Technology63%64%61%
Professional services373639
Total revenue100100100
Cost of revenue, excluding depreciation and amortization shown below:
Technology212120
Professional services343132
Total cost of revenue, excluding depreciation and amortization555252
Operating expenses:
Sales and marketing233231
Research and development252726
General and administrative262236
Depreciation and amortization141816
Total operating expenses8899109
Loss from operations(43)(51)(61)
Interest and other income (expense), net3(1)(7)
Loss before income taxes(40)(52)(68)
Income tax provision (benefit)(2)(3)
Net loss(40)%(50)%(65)%

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Discussion of the Years Ended December 31, 2023 and 2022

Revenue

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
Revenue:
Technology$187,583$176,288$11,2956%
Professional services108,35599,9488,4078%
Total revenue$295,938$276,236$19,7027%
Percentage of revenue:
Technology63%64%
Professional services3736
Total100%100%

Total revenue was $295.9 million for the year ended December 31, 2023, compared to $276.2 million for the year ended December 31, 2022, an increase of $19.7 million, or 7%.

Technology revenue was $187.6 million, or 63% of total revenue, for the year ended December 31, 2023, compared to $176.3 million, or 64% of total revenue, for the year ended December 31, 2022. The technology revenue growth was primarily from new DOS Subscription Clients, acquired technology clients, revenue from existing clients paying higher technology access fees from contractual, annual escalators, and new offerings of expanded support services.

Professional services revenue was $108.4 million, or 37% of total revenue, for the year ended December 31, 2023, compared to $99.9 million, or 36% of total revenue, for the year ended December 31, 2022. The professional services revenue growth is primarily due to implementation, analytics, and other improvement services being provided to new DOS Subscription Clients, which includes TEMS, as well as recognition of certain non-recurring, project-related revenue items.

Cost of revenue, excluding depreciation and amortization

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
Cost of revenue, excluding depreciation and amortization:
Technology$62,474$56,642$5,83210%
Professional services101,63186,40715,22418%
Total cost of revenue, excluding depreciation and amortization$164,105$143,049$21,05615%
Percentage of total revenue55%52%

Cost of technology revenue, excluding depreciation and amortization, was $62.5 million for the year ended December 31, 2023, compared to $56.6 million for the year ended December 31, 2022, an increase of $5.8 million, or 10%. The increase was primarily due to a $3.8 million increase in cloud computing and hosting costs largely from the expanded use of Microsoft Azure to serve existing and new clients, a $1.7 million increase in license and revenue share fees, a $0.5 million increase in salary and related personnel costs.

Cost of professional services revenue was $101.6 million for the year ended December 31, 2023, compared to $86.4 million for the year ended December 31, 2022, an increase of $15.2 million, or 18%. This increase was primarily due to a $14.2 million increase in salary and related personnel costs from additional professional services headcount, including new TEMS headcount, a $1.4 million increase in contractor and outside service fees, and a $0.7 million increase in restructuring costs, which were partially offset by a $0.9 million decrease in stock-based compensation.

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Operating Expenses

Sales and marketing

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
Sales and marketing$67,321$87,514$(20,193)(23)%
Percentage of total revenue23%32%

Sales and marketing expenses were $67.3 million for the year ended December 31, 2023, compared to $87.5 million for the year ended December 31, 2022, a decrease of $20.2 million, or 23%. The decrease was primarily due to a $8.4 million decrease in salary and related personnel costs from a reduction in headcount in connection with the 2022 Restructuring Plan, a $7.1 million decrease in stock-based compensation, a $3.5 million decrease in HAS event costs related to a change in timing of the event, and a $0.5 million decrease in travel and entertainment expenses. HAS was last held in September 2022 and will be held again in February 2024.

Sales and marketing expense as a percentage of total revenue decreased from 32% in the year ended December 31, 2022 to 23% in the year ended December 31, 2023.

Research and development

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
Research and development$72,627$75,680$(3,053)(4)%
Percentage of total revenue25%27%

Research and development expenses were $72.6 million for the year ended December 31, 2023, compared to $75.7 million for the year ended December 31, 2022, a decrease of $3.1 million, or 4%. The decrease was primarily due to a $1.7 million decrease in stock-based compensation and a $1.4 million decrease in salary and related personnel costs from a reduction in development team headcount.

Research and development expense as a percentage of revenue decreased from 27% in the year ended December 31, 2022 to 25% in the year ended December 31, 2023.

General and administrative

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
General and administrative$76,559$61,701$14,85824%
Percentage of total revenue26%22%

General and administrative expenses were $76.6 million for the year ended December 31, 2023, compared to $61.7 million for the year ended December 31, 2022, an increase of $14.9 million, or 24%. The increase was primarily due to a $21.3 million increase in litigation costs that are out of the ordinary course of business and a $5.9 million increase from the prior year change in fair value of contingent consideration. These increases were partially offset by a $6.5 million decrease in stock-based compensation, a $3.3 million decrease in salary and related personnel costs from a reduction in headcount, a $1.7 million decrease in other legal fees, and a $0.8 million decrease in contractors and outside services.

General and administrative expense as a percentage of revenue increased from 22% in the year ended December 31, 2022 to 26% in the year ended December 31, 2023.

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Depreciation and amortization

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
Depreciation and amortization$42,223$48,297$(6,074)(13)%
Percentage of total revenue14%17%

Depreciation and amortization expenses were $42.2 million for the year ended December 31, 2023, compared to $48.3 million for the year ended December 31, 2022, a decrease of $6.1 million, or (13)%. This decrease was primarily due to certain intangible assets from our business combinations becoming fully amortized.

Depreciation and amortization expense as a percentage of revenue decreased from 17% in the year ended December 31, 2022 to 14% in the year ended December 31, 2023.

Interest and other income (expense), net

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
Interest income$16,389$5,687$10,702188%
Interest expense(7,287)(7,239)(48)(1)%
Other income (expense)4(126)130n/m(1)
Total interest and other expense, net$9,106$(1,678)$10,784643%

_______________________________

(1)Not meaningful

Interest and other income (expense), net increased $10.8 million, or 643%, for the year ended December 31, 2023 compared to the year ended December 31, 2022. This change is primarily due to an increase in interest income on our short-term investments of $10.7 million, primarily due to higher market interest rates, without a commensurate increase in interest expense on our Notes.

Income tax provision (benefit)

Year Ended December 31,
20232022$ Change% Change
(in thousands, except percentages)
Income tax provision (benefit)$356$(4,280)$4,636n/m(1)

__________________________

(1)Not meaningful.

Income tax provision (benefit) increased by $4.6 million for the year ended December 31, 2023 compared to the year ended December 31, 2022. Our income tax provision consists of current and deferred taxes for U.S. federal, state, and foreign income taxes. As we have a full valuation allowance on our net deferred tax assets, our income tax provision typically consists primarily of minimal state and foreign income taxes, which is the case for the year ended December 31, 2023. The income tax benefit of $4.3 million recorded for the year ended December 31, 2022 is primarily related to the discrete deferred tax benefits attributable to the release of a portion of the valuation allowance during the period. The release of our valuation allowance is attributable to the acquisitions of ARMUS and KPI Ninja, which resulted in deferred tax liabilities that, upon acquisition, allowed us to recognize certain deferred tax assets that had previously been offset by a valuation allowance.

Liquidity and Capital Resources

As of December 31, 2023, we had cash, cash equivalents, and short-term investments of $317.7 million, which were held for working capital and other general corporate purposes, which may include acquisitions and strategic transactions. Our cash equivalents and short-term investments are comprised primarily of money market funds, U.S. treasury notes, commercial paper, corporate bonds, and U.S. agency securities.

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Since inception, we have financed our operations primarily from the proceeds we received through private sales of equity securities, payments received from clients under technology and professional services arrangements, borrowings under our loan and security agreements, our IPO, the Note Offering, and the Secondary Public Equity Offering. Our future capital requirements will depend on many factors, including our pace of new client growth and expanded client relationships, technology and professional services renewal activity, and the timing and extent of spend to support the expansion of sales, marketing, development, share repurchases, and acquisition-related activities. In the event that additional financing is required from outside sources, we may not be able to raise it on terms acceptable to us, or at all. If we are unable to raise additional capital when desired, our business, results of operations, and financial condition would be adversely affected.

We believe our existing cash, cash equivalents and marketable securities will be sufficient to meet our working capital and capital expenditure needs over at least the next 12 months, though we may require additional capital resources in the future.

Share repurchase plan

On August 2, 2022, our Board of Directors authorized a share repurchase program to repurchase up to $40.0 million of our outstanding shares of common stock (Share Repurchase Plan). During the year ended December 31, 2023, we repurchased and retired 145,027 shares of our common stock for $1.8 million at an average purchase price of $12.45 per share. This is in addition to the 709,139 shares of common stock we repurchased and retired for $8.4 million at an average purchase price of $11.81 per share during the third quarter of 2022. The total remaining authorization for future shares of common stock repurchases under our Share Repurchase Plan is $29.8 million as of December 31, 2023.

Secondary Public Equity Offering

In August 2021, we completed an underwritten public offering of 4,882,075 shares (inclusive of the underwriters’ over-allotment option to purchase 636,792 shares) of our common stock at $53.00 per share. We received net proceeds of $245.2 million, after deducting the underwriting discounts and commissions and other offering costs.

The offering was made pursuant to an effective shelf registration statement (File No. 333-258625) filed with the Securities and Exchange Commission. We plan to use the proceeds for continuing operations and potential future acquisitions.

Convertible senior notes

On April 14, 2020, we issued $230.0 million in aggregate principal amount of 2.50% Convertible Senior Notes due 2025 (the Notes), pursuant to an Indenture dated April 14, 2020, with U.S. Bank National Association, as trustee, in a private offering to qualified institutional buyers. We received net proceeds from the sale of the Notes of $222.5 million, after deducting the initial purchasers’ discounts and offering expenses payable by us. The Notes are senior, unsecured obligations and will accrue interest payable semiannually in arrears on April 15 and October 15 of each year, beginning on October 15, 2020, at a rate of 2.50% per year. The Notes will mature on April 15, 2025, unless earlier converted, redeemed, or repurchased. The Notes are convertible into cash, shares of our common stock, or a combination of cash and shares of our common stock, with the form of consideration determined at our election. The conversion rate is initially 32.6797 shares of our common stock per $1,000 principal amount of Notes (which is equivalent to an initial conversion price of approximately $30.60 per share of our common stock).

Capped Calls

On April 8, 2020, concurrently with the pricing of the Notes, we entered into privately negotiated capped call transactions (Base Capped Calls) with certain financial institutions, or option counterparties. In addition, in connection with the initial purchasers’ exercise in full of their option to purchase additional Notes, on April 9, 2020, we entered into additional capped call transactions (Additional Capped Calls, and, together with the Base Capped Calls, the Capped Calls) with each of the option counterparties. We used approximately $21.6 million of the net proceeds from the Note Offering to pay the option premium cost of the Capped Calls. The Capped Calls have initial cap prices of $42.00 per share, subject to certain adjustments. The Capped Calls are expected generally to reduce the potential dilution to our common stock upon any conversion of Notes and/or offset any cash payments we are required to make in excess of the principal amount of converted Notes, as the case may be, with such reduction and/or offset subject to the cap price.

Refer to Note 10 of our consolidated financial statements for additional details regarding the private offering of the Notes and the Capped Calls.

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Cash Flows

The following table summarizes our cash flows for the years ended December 31, 2023, 2022, and 2021:

Year Ended December 31,
202320222021
(in thousands)
Net cash used in operating activities$(33,080)$(35,270)$(23,123)
Net cash provided by (used in) investing activities20,293(39,021)(139,678)
Net cash provided by (used in) financing activities2,730(2,613)264,084
Effect of exchange rate changes on cash and cash equivalents21(11)(10)
Net (decrease) increase in cash and cash equivalents$(10,036)$(76,915)$101,273

Operating activities

Our largest source of operating cash flows is cash collections from our clients for technology and professional services arrangements. Our primary uses of cash from operating activities are for employee-related expenses, marketing expenses, and technology costs.

For the year ended December 31, 2023, net cash used in operating activities was $33.1 million, which included a net loss of $118.1 million. Non-cash charges primarily consisted of  $55.8 million in stock-based compensation, $42.2 million in depreciation and amortization, and $4.1 million in impairment of long-lived assets, reduced by $9.7 million of investment discount accretion.

For the year ended December 31, 2022, net cash used in operating activities was $35.3 million, which included a net loss of $137.4 million. Non-cash charges primarily consisted of $72.1 million in stock-based compensation, $48.3 million in depreciation and amortization of property, equipment, and intangible assets, $5.0 million in impairment of long-lived assets, reduced by a $4.7 million net decrease in fair value of contingent consideration liabilities, and a $4.5 million deferred tax benefit. The $3.2 million of payments in excess of the acquisition date fair value to settle the cash-based portion of contingent consideration liabilities was included in the net cash used in operating activities.

For the year ended December 31, 2021, net cash used in operating activities was $23.1 million, which included a net loss of $153.2 million. Non-cash charges primarily consisted of  $65.1 million in stock-based compensation, $37.5 million in depreciation and amortization of property, equipment, and intangible assets, a $20.0 million net increase in fair value of contingent consideration liabilities, and $11.9 million in amortization of debt discount and issuance costs, reduced by the $7.1 million deferred tax benefit. The $9.1 million of payments in excess of the acquisition date fair value to settle the cash-based portion of contingent consideration liabilities was included in the net cash used in operating activities.

Investing activities

Net cash provided by investing activities for the year ended December 31, 2023 of $20.3 million was primarily due to the sale and maturity of short-term investments of $336.8 million, reduced by the purchases of short-term investments of $290.8 million. The net investing cash inflows provided by our short-term investment activity was partially offset by investing cash outflows of $11.4 million used to acquire ERS, $12.0 million of capitalized internal-use software development costs, and $2.4 million in purchases of property, equipment, and intangible assets.

Net cash used in investing activities for the year ended December 31, 2022 of $39.0 million was primarily due to $27.8 million used to acquire KPI Ninja and ARMUS, $13.0 million of capitalized internal-use software development costs, and $4.4 million in purchases of property, equipment, and intangible assets. These investing cash outflows were partially offset by the sale and maturity of short-term investments of $315.2 million, reduced by the purchases of short-term investments of $309.0 million.

Net cash used in investing activities for the year ended December 31, 2021 of $139.7 million was primarily due to purchases of short-term investments of $261.4 million, reduced by the sale and maturity of short-term investments of $186.9 million. There were also investing cash outflows of $46.8 million to acquire Twistle, $11.8 million in purchases of property, equipment, and intangible assets, including leasehold improvements and furnishings for our new corporate headquarters, and $6.6 million of capitalized internal-use software development costs.

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Financing activities

Net cash provided by financing activities for the year ended December 31, 2023 of $2.7 million was primarily the result of $3.6 million in proceeds from our ESPP and $1.0 million in stock option exercise proceeds, partially offset by $1.8 million in repurchases of common stock.

Net cash used in financing activities for the year ended December 31, 2022 of $2.6 million was primarily the result of $8.4 million in repurchases of common stock and $1.3 million in payments of acquisition-related obligations, partially offset by $4.0 million in stock option exercise proceeds and $3.2 million in proceeds from our ESPP.

Net cash provided by financing activities for the year ended December 31, 2021 of $264.1 million was primarily the result of $245.2 million in public offering proceeds, net of underwriters’ discounts and commissions, $20.4 million in stock option exercise proceeds, and $4.8 million in proceeds from our ESPP, reduced by the $6.3 million in payments of acquisition-related obligations.

Critical Accounting Policies and Estimates

Our consolidated financial statements are prepared in accordance with U.S. GAAP. The preparation of these consolidated financial statements requires management to make estimates, assumptions, and judgments that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities at the date of the financial statements, and the reported amounts of revenue and expenses during the applicable periods. We base our estimates, assumptions, and judgments on our knowledge and experience about past and current events and on various other factors that we believe to be reasonable under the circumstances. Different assumptions and judgments would change the estimates used in the preparation of our consolidated financial statements, which, in turn, could change the results from those reported. We evaluate our estimates, assumptions, and judgments on an ongoing basis.

The critical accounting estimates, assumptions, and judgments that we believe have the most significant impact on our consolidated financial statements are described below.

Revenue recognition

We derive our revenues primarily from technology subscriptions and professional services. We determine revenue recognition by applying the following steps:

•Identification of the contract, or contracts, with a client;

•Identification of the performance obligations in the contract;

•Determination of the transaction price;

•Allocation of the transaction price to the performance obligations in the contract; and

•Recognition of revenue when, or as, we satisfy the performance obligation.

We recognize revenue net of any taxes collected from clients and subsequently remitted to governmental authorities.

Technology revenue

Technology revenue primarily consists of subscription fees charged to clients for access to use our technology. We provide clients access to our technology through either an all-access or limited-access, modular subscription.

The majority of our subscription arrangements are cloud-based and do not provide clients the right to take possession of the technology or contain a significant penalty if the client were to take possession of the technology. Revenue from cloud-based subscriptions is recognized ratably over the contract term beginning on the date that the service is made available to the client. Our subscription contracts generally have a three or five-year term, of which many are terminable after one year upon 90 days’ notice. Subscriptions that allow the client to take software on-premise without significant penalty are treated as time-based licenses. These arrangements generally include access to technology, access to unspecified future products, and maintenance and support. Revenue for upfront access to our technology library is recognized at a point in time when the technology is made available to the client. Revenue for access to unspecified future products included in time-based license subscriptions is recognized ratably over the contract term beginning on the date that the access is made available to the client.

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Professional services revenue

Professional services revenue primarily includes data and analytics services, domain expertise services, TEMS, and implementation services. Professional services arrangements typically include a fee for making full-time equivalent (FTE) services available to our clients on a monthly basis. FTE services generally consist of a blend of analytic engineers, analysts, and data scientists based on the domain expertise needed to best serve our clients. Professional services are typically considered distinct from the technology offerings and revenue is generally recognized as the service is provided using the “right to invoice” practical expedient.

Contracts with multiple performance obligations

Many of our contracts include multiple performance obligations. We account for performance obligations separately if they are capable of being distinct within the context of the contract. In these circumstances, the transaction price is allocated to separate performance obligations on a relative standalone selling price basis. We determine standalone selling prices based on the observable price a good or service is sold for separately when available. In cases where standalone selling prices are not directly observable, based on information available, we utilize the expected cost plus a margin, adjusted market assessment, or residual estimation method. We consider all information available including our overall pricing objectives, market conditions, and other factors, which may include client demographics and the types of users. Standalone selling prices are not directly observable for our all-access and limited-access technology arrangements, which are composed of cloud-based subscriptions, time-based licenses, and perpetual licenses. For these technology arrangements, we generally use the residual estimation method due to a limited number of standalone transactions and/or prices that are highly variable.

Variable consideration

We have also entered into at-risk and shared savings arrangements with certain clients whereby we receive variable consideration based on the achievement of measurable improvements which may include cost savings or performance against metrics. For these arrangements, we estimate revenue using the most likely amount that we will receive. Estimates are based on our historical experience and best judgment at the time to the extent it is probable that a significant reversal of revenue recognized will not occur. Due to the nature of our arrangements, certain estimates may be constrained until the uncertainty is further resolved.

Business combinations

The results of businesses acquired in a business combination are included in our consolidated financial statements from the date of the acquisition. Purchase accounting results in assets and liabilities of an acquired business generally being recorded at their estimated fair value on the acquisition date. Any excess consideration over the fair value of the identifiable assets acquired and liabilities assumed is recognized as goodwill.

We perform valuations of assets acquired and liabilities assumed on each acquisition accounted for as a business combination in order to record the tangible and intangible assets acquired and liabilities assumed based on our best estimate of fair value. Determining the fair value of assets acquired and liabilities assumed requires management to use significant judgment and estimates including the selection of valuation methodologies, estimates of future revenue and cash flows, discount rates, and selection of comparable companies. Significant estimation is required in determining the fair value of the client-related intangible assets and technology-related intangible assets. The significant estimation is primarily due to the judgmental nature of the inputs to the valuation models used to measure the fair value of these intangible assets, as well as the sensitivity of the respective fair values to the underlying significant assumptions. We typically use the income approach or cost approach to measure the fair value of intangible assets. The significant assumptions used to form the basis of the estimates included the number of engineer hours required to develop technology, expected revenue including revenue growth rates, rate and timing of obsolescence, royalty rates and earnings before interest, taxes, depreciation and amortization (EBITDA) margin used in the estimate for client relationships, and backlog.

Many of these significant assumptions are forward-looking and could be affected by future economic and market conditions. We engage the assistance of valuation specialists in concluding on fair value measurements in connection with determining fair values of material assets acquired and liabilities assumed in a business combination. Transaction costs associated with business combinations are expensed as incurred and are included in general and administrative expense in our consolidated statements of operations and comprehensive loss.

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Goodwill

We record goodwill as the difference between the aggregate consideration paid for a business combination and the fair value of the identifiable net tangible and intangible assets acquired. Goodwill includes the know-how of the assembled workforce, the ability of the workforce to further improve technology and product offerings, client relationships, and the expected cash flows resulting from these efforts. Goodwill may also include expected synergies resulting from the complementary strategic fit these businesses bring to existing operations. Goodwill is assessed for impairment annually on October 31 or more frequently if indicators of impairment are present or circumstances suggest that impairment may exist.

Our first step in the goodwill impairment test is a qualitative analysis of factors that could be indicators of potential impairment. Judgment in the assessment of qualitative factors of impairment may include changes in business climate, market conditions, or other events impacting the reporting unit.

Next, if a quantitative analysis is necessary, we compare the fair value of the reporting unit with its carrying amount, including goodwill. Performing a quantitative goodwill impairment test includes the determination of the fair value of a reporting unit, which requires management to use significant judgment and estimation. The significant estimation is primarily due to the judgmental nature of the inputs to the valuation models used to measure the fair value of the reporting units, as well as the sensitivity of the respective fair values to the underlying significant assumptions. We typically use the income or market approach to measure the fair value of reporting units. The significant assumptions used to form the basis of the estimates include, among others, the selection of valuation methodologies, estimates of expected revenue, including revenue growth rates, and operating margins used to calculate projected future cash flows, risk-adjusted discount rates, and the selection of appropriate market comparable companies. Many of these significant assumptions are forward-looking and could be affected by future economic and market conditions. When a quantitative analysis is necessary, we engage the assistance of valuation specialists in concluding on fair value measurements in connection with determining the fair values of our reporting units.

If the fair value of the reporting unit exceeds its carrying amount, the goodwill of the reporting unit is not considered impaired. If the carrying amount of the reporting unit exceeds its fair value, we would recognize a goodwill impairment charge for the amount by which the carrying amount exceeds the reporting unit’s fair value.

Stock-based compensation

Stock-based awards, including stock options, restricted stock units (RSUs), performance-based restricted stock units (PRSUs), and restricted shares are measured and recognized in the consolidated financial statements based on the fair value of the award on the grant date or, when applicable, the modification date. The grant date fair value of our stock-based awards is typically determined using the market closing price of our common stock on the date of grant; however, we also consider whether any adjustments are required when the market closing price does not reflect certain material non-public information that we know but is unavailable to marketplace participants on the date of grant. The expense is recognized straight-line over the vesting period for awards with a service condition. The accelerated attribution method is used for PRSUs. We record forfeitures of stock-based awards as the actual forfeitures occur.

For awards subject to performance conditions, we record expense when the performance condition becomes probable. Each reporting period, we evaluate the probability of achieving the performance criteria, estimate the number of shares that are expected to vest, and adjust the related compensation expense accordingly. For awards subject to market conditions, we estimate the fair value as of the grant date using a Monte Carlo simulation valuation model which requires the use of various assumptions, including historic stock price volatility and risk-free interest rates as of the valuation date corresponding to the length of time remaining in the performance period. Stock-based compensation expense for awards with market conditions is recognized over the requisite service period using the accelerated attribution method and is not reversed if the market condition is not met.

Stock-based compensation expense related to purchase rights issued under the 2019 Health Catalyst Employee Stock Purchase Plan (ESPP) is based on the Black-Scholes option-pricing model fair value of the estimated number of awards as of the beginning of the offering period. Stock-based compensation expense is recognized using the straight-line method over the offering period. We will continue to use judgment in evaluating the assumptions related to our stock-based compensation on a prospective basis. As we continue to accumulate additional data related to our common stock, we may have refinements to our estimates, which could materially impact our future stock-based compensation expense.

Recent Accounting Pronouncements

See “Description of Business and Summary of Significant Accounting Policies” in Note 1 to our audited consolidated financial statements included within Item 8 in this Annual Report on Form 10-K for more information.

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FY 2022 10-K MD&A

SEC filing source: 0001636422-23-000033.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Published MD&A gate trimmed front/tail over-capture. Confidence: high. Filing date: 2023-02-28. Report date: 2022-12-31.

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations

The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our consolidated financial statements, the accompanying notes, and other financial information included elsewhere in this Annual Report on Form 10-K. This discussion contains forward-looking statements that involve risks, uncertainties, and assumptions. Our actual results could differ materially from those forward-looking statements below. Factors that could cause or contribute to those differences include, but are not limited to, those identified below and those discussed in the sections titled “Risk Factors” and "Special Note Regarding Forward-Looking Statements" included elsewhere in this Annual Report on Form 10-K.

A discussion regarding our financial condition and results of operations for the year ended December 31, 2022 compared to the year ended December 31, 2021 is presented below. A discussion regarding our financial condition and results of operations for the year ended December 31, 2021 compared to the year ended December 31, 2020 is included under “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in our prior year Form 10-K filed on March 1, 2022.

Overview

We are a leading provider of data and analytics technology and services to healthcare organizations. Our Solution comprises our cloud-based data platforms, software analytics applications, and professional services expertise. Our clients, which are primarily healthcare providers, use our Solution to manage their data, derive analytical insights to operate their organization, and produce measurable clinical, financial, and operational improvements. We envision a future where all healthcare decisions are data informed.

Health Catalyst was founded in 2008 by healthcare analytics industry pioneers. Our founders and team developed the initial version of our Solution, consisting of an early version of our data platform, select analytics accelerators, and professional services expertise. From the beginning, our Solution has been focused on enabling our mission: to be the catalyst for massive, measurable, data-informed healthcare improvement. We currently employ more than 1,200 team members.

Highlights from the years ended December 31, 2022, 2021, and 2020 include:

•For the years ended December 31, 2022, 2021, and 2020, our total revenue was $276.2 million, $241.9 million, and $188.8 million, respectively. The growth in revenue was primarily due to revenue from new clients, including clients of our recent acquired entities, and existing clients paying higher technology access fees from contractual, annual escalators.

•For the years ended December 31, 2022, 2021, and 2020, we incurred net losses of $137.4 million, $153.2 million, and $115.0 million, respectively.

•For the years ended December 31, 2022, 2021, and 2020, our Adjusted EBITDA was $(2.5) million, $(11.2) million, and $(21.3) million, respectively.

See “Reconciliation of Non-GAAP Financial Measures” below for more information about this financial measure, including the limitations of such measure and a reconciliation to the most directly comparable measure calculated in accordance with GAAP. See “Key Factors Affecting Our Performance” for more information about important opportunities and challenges related to our business.

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Challenging Macroeconomic Environment

Recent macroeconomic challenges (including high levels of inflation and high interest rates), the tight labor market, and the lingering effects of the COVID-19 pandemic continue to adversely affect workforces, organizations, governments, clients, economies, and financial markets globally. These factors have disrupted the normal operations of many businesses, including our business. These factors have also placed the national healthcare system under significant operational and budgetary strain, and will likely continue to do so in the near term.

The health system end market, in particular, is experiencing meaningful financial strain, in which it has realized significant increases in labor and supply costs without a commensurate increase in revenue, leading to a deterioration in operating margins across many of our clients and prospective clients. We anticipate this dynamic to persist for at least the next few quarters. Though we continue to have a robust pipeline, particularly in those parts of our Solution that offer near-term, measurable cost savings, many healthcare organizations have delayed near-term purchasing decisions and reduced their costs as they reevaluate budgets in response to their financial situations. This dynamic elongated our sales cycle, negatively impacted our bookings achievement, resulted in some clients reducing their contracted fees for certain elements of our Solution, and led to lower than anticipated Dollar-Based Retention achievement in 2022. Although we have seen a decline in our sales pipeline with respect to parts of our Solution that do not offer a near-term, measurable return on investment (ROI), such as our clinically-focused technology offerings and our more traditional professional services consulting, we believe demand for other parts of our Solution that enable health systems to achieve near-term financial improvements will continue to grow, including demand for Tech-enabled Managed Services, our financial and operational analytic applications, and components of our Population Health technology suite. These parts of our Solution largely drove more positive bookings results in the second half of 2022 as compared to the first half of 2022, and we anticipate they will continue to drive improvement with respect to our DOS Subscription Clients and Dollar-Based Retention in the near term.

We benefit from a highly recurring revenue model, in which greater than 90% of our revenue is recurring in nature, and a high level of technology revenue predictability, especially within our DOS Subscription Clients whose contracts typically have built-in, contractual technology revenue escalators. During 2022, however, in a few instances, we experienced clients trimming back their near-term spend with us in an effort to meet short-term budget requirements. This included the loss of a large enterprise DOS Subscription Client. Our historical gross client retention has typically been very high, especially amongst our enterprise DOS client base, and we believe the loss of this large enterprise DOS client was a client-specific event. Within our professional services segment, a subset of clients have reduced the number of FTEs engaged in their initiatives, while in the technology segment, a small subset of modular clients and smaller DOS platform clients have lowered their application and analytics spend. Given the improved bookings performance of our Tech-enabled Managed Services offering in 2022 and the continued growth in our pipeline from that offering, we expect a higher proportion of our revenue growth in 2023 will likely come from our professional services offering, as health systems look for solutions to effectively address their near-term labor expense challenges. While this expected change in revenue mix will likely lead to lower Adjusted Professional Services Gross Margin and Total Adjusted Gross Margin in 2023 as compared to prior years, we expect that we will continue to achieve improvements in our Adjusted EBITDA as a result of the minimal incremental operating expense required to support our Tech-enabled Managed Services growth.

We proactively responded to the challenging macroeconomic environment with a strategic operating plan that emphasizes our offerings and go-to-market approach on the areas where we have the most competitive differentiation and where clients are most likely to achieve measurable financial and operational ROI both in the near term and over time. We believe this focus will enable us to move forward in a position of continued competitive and financial strength. We will continue to refine this strategic operating plan and are continuing to make several investments in research and development, primarily in enhancing the capabilities within our DOS platform, in order to maintain our position as a market-leading data platform over the long term.

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Our Business Model

We offer our Solution to a variety of healthcare organizations, primarily in the United States, including academic medical centers, integrated delivery networks, community hospitals, large physician practices, ACOs, health information exchanges, health insurers, and other risk-bearing entities. We categorize our client count into two primary categories: DOS Subscription Clients and Other Clients. DOS Subscription Clients are defined as clients who directly or indirectly access our DOS platform via a technology subscription contract. Indirect access to the DOS platform may include DOS module components such as Healthcare.AI, Pop Analyzer, IDEA, and other DOS platform components. See "Key Business Metrics" for more information about our DOS Subscription Clients. Other Clients generally include DOS non-subscription clients and other clients from historical acquisitions. As of December 31, 2022, 2021, and 2020, we had 98, 90, and 74 DOS Subscription Clients with active subscriptions, respectively. As of December 31, 2022, we served over 425 Other Clients compared to over 350 as of December 31, 2021. The increase in Other Clients from 2021 to 2022 was primarily due to our acquisitions of ARMUS and KPI Ninja.

We derive substantially all of our revenue through subscriptions for use of our technology and professional services on a recurring basis. In 2022, greater than 90% of our total revenue was recurring in nature. Clients pay for our technology primarily on a subscription basis for our entire technology suite or for pieces of our technology (e.g., DOS-only or modular portions of DOS, which we have sometimes referred to as DOS Lite). We generally provide access to our technology and deliver professional services to clients on a recurring basis, with our technology invoiced upfront annually or quarterly and our professional services invoiced monthly. Most of our technology and professional services contracts with DOS Subscription Clients have a three or five-year term, of which many are terminable after one year upon 90 days' notice. As we increase the use cases we address at a given client, we have the opportunity to upsell incremental technology and services. We have demonstrated an ability to upsell technology and services to our client base over time as evidenced by a Dollar-based Retention Rate of 100%, 112%, and 102% for the years ended December 31, 2022, 2021, and 2020, respectively.

The primary costs incurred to deliver our technology are hosting fees and headcount-related costs associated with our cloud services and support teams. Hosting fees are related to providing our technology through a cloud-based environment hosted primarily by Microsoft Azure. However, we also have deployed DOS on-premise to a small number of clients. Over time, we plan to continue to migrate our on-premise clients to Azure-hosted environments, increasing our technology cost of revenue. We have experienced and expect to continue to experience operational inefficiencies associated with managing multiple hosting providers, resulting in a headwind against Adjusted Technology Gross Margin. Additionally, we are in the early phases of migrating our DOS platform client base to a single-instance, multi-tenant data platform architecture that includes enhanced elastic compute capabilities supported by Snowflake and Databricks database technologies. We expect that these investments in our DOS platform will provide additional capabilities for our clients as well as improve our ability to drive cost efficiencies in our hosting and support costs per client over time. However, in the medium-term, we will incur some migration costs associated with deploying the updated architecture across DOS platform clients, resulting in a headwind for our Technology Gross Margin. The primary costs incurred to deliver our professional services are the salaries, benefits, and other headcount-related costs of our team members.

We delineate our sales organization by new client acquisition and existing client retention and expansion. Selling efforts to new clients vary. Many of our new clients engage with us broadly for multiple use cases, requiring buy-in during the sales cycle across the C-suite. Alternatively, in some instances, we engage with a client in a single-use case. After we demonstrate measurable improvements, we work with our clients to expand the utilization of our Solution to other use cases or enterprise-wide. The average sales cycle for a new DOS Subscription Client is estimated to be approximately one year, but that timeline can vary materially. Because of our vertical focus on the healthcare industry, we believe our sales and marketing resources can be deployed more efficiently than at horizontally-focused companies that provide technology and services to multiple industries. Additionally, with our increased focus on driving expansion within our existing client base through our Tech-enabled Managed Services offering, we believe that our sales and marketing infrastructure is positioned well to generate meaningful leverage and growth within our services offerings without the need for the same level of incremental investment as in prior years. This operating leverage primarily stems from the fact that we already have an existing relationship with the client, inclusive of having invested in client success initiatives and having provided account management services to the client since the beginning of our contractual relationship. Over the past few years, we have invested in growth infrastructure by adding to our sales operations and marketing teams, which are built to help us scale over the long term.

We have demonstrated a consistent track record of innovation through research and development over time as evidenced by our new product features and new product offerings. This innovation is driven by feedback we glean from our clients, professional services teams, and the market generally. Our investments in product development have been focused on increasing the capabilities of our Solution and expanding the number of use cases we address for our clients.

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Key Business Metrics

We regularly review a number of metrics, including the following key financial metrics, to manage our business and evaluate our operating performance compared to that of other companies in our industry:

Year Ended December 31,
202220212020
(in thousands, except percentages)
Total revenue$276,236$241,926$188,845
Adjusted Technology Gross Profit$122,284$102,326$75,666
Adjusted Technology Gross Margin69%69%68%
Adjusted Professional Services Gross Profit$23,565$25,544$19,358
Adjusted Professional Services Gross Margin24%27%25%
Total Adjusted Gross Profit$145,849$127,870$95,024
Total Adjusted Gross Margin53%53%50%
Adjusted EBITDA$(2,487)$(11,248)$(21,287)

We monitor the key metrics set forth in the preceding table to help us evaluate trends, establish budgets, measure the effectiveness and efficiency of our operations, and determine team member incentives. We discuss Adjusted Gross Profit, Adjusted Gross Margin, and Adjusted EBITDA in more detail below.

Adjusted gross profit and adjusted gross margin

Adjusted Gross Profit is a non-GAAP financial measure that we define as revenue less cost of revenue, excluding depreciation and amortization, adding back stock-based compensation, acquisition-related costs, net, and restructuring costs as applicable. We define Adjusted Gross Margin as our Adjusted Gross Profit divided by our revenue. We believe Adjusted Gross Profit and Adjusted Gross Margin are useful to investors as they eliminate the impact of certain non-cash expenses and allow a direct comparison of these measures between periods without the impact of non-cash expenses and certain other non-recurring operating expenses. We present both of these measures for our technology and professional services business. We believe these non-GAAP measures are useful in evaluating our operating performance compared to that of other companies in our industry, as these metrics generally eliminate the effects of certain items that may vary from company to company for reasons unrelated to overall profitability.

See above for information regarding the limitations of using our Adjusted Gross Profit and Adjusted Gross Margin as financial measures and for a reconciliation of revenue to our Adjusted Gross Profit, the most directly comparable financial measure calculated in accordance with GAAP.

Adjusted EBITDA

Adjusted EBITDA is a non-GAAP financial measure that we define as net loss adjusted for (i) interest and other (income) expense, net, (ii) loss on extinguishment of debt, (iii) income tax provision (benefit), (iv) depreciation and amortization, (v) stock-based compensation, (vi) acquisition-related costs, net, including the change in fair value of contingent consideration liabilities for potential earn-out payments, (vii) restructuring costs, and (viii) non-recurring lease-related charges. We believe Adjusted EBITDA provides investors with useful information on period-to-period performance as evaluated by management and comparison with our past financial performance. We believe Adjusted EBITDA is useful in evaluating our operating performance compared to that of other companies in our industry, as this metric generally eliminates the effects of certain items that may vary from company to company for reasons unrelated to overall operating performance.

See “Reconciliation of Non-GAAP Financial Measures” below for information regarding the limitations of using our Adjusted EBITDA as a financial measure and for a reconciliation of our net loss to Adjusted EBITDA, the most directly comparable financial measure calculated in accordance with GAAP.

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Other Key Metrics

We also regularly monitor and review the number of DOS Subscription Clients and Dollar-based Retention Rate as shown in the following tables:

DOS Subscription Clients

As of December 31,
202220212020
DOS Subscription Clients989074

Since 2016, our primary contracting model is a subscription-based contract to our DOS platform, analytics applications, and professional services. Given how fundamental DOS is to our Solution and because the vast majority of our total revenue is derived from DOS Subscription Clients, we believe our DOS Subscription Client count is a representation of our market penetration and the growth of our business. We have updated the name of this key metric to DOS Subscription Clients from DOS Subscription Customers used in prior filings as we feel that the client reference more fully depicts the deep, long-standing, multi-faceted relationships we strive to build with the entities we serve.

DOS Subscription Clients are defined as clients who directly or indirectly access our DOS platform via a technology subscription contract. Indirect access to the DOS platform may include DOS module components such as Healthcare.AI, Pop Analyzer, IDEA, and other DOS platform components. Given the variety of ways to access DOS and the mix of specific components of DOS available to be included in a subscription contract, average subscription revenue for new DOS Subscription Clients in a given calendar year can vary. Although subscription revenue from individual DOS Subscription Client arrangements may vary dramatically, we generally expect average subscription revenue for new DOS Subscription Clients in a calendar year will range between $500,000 and $1,500,000.

The average subscription revenue for DOS Subscription Clients signed in the twelve-month period ended December 31, 2022 (2022 DOS Subscription Clients), for instance, was towards the midpoint of the average expected range, in part driven by some heightened interest in stand-alone DOS module components, such as Healthcare.AI, which results in subscription revenue that is significantly lower than subscription revenue derived from a contract that includes direct access to all of the DOS platform components. We believe those lower subscription revenue contracts for stand-alone DOS module components enable a shorter sales cycle, provides greater deal certainty in challenging macroeconomic times, and provides an opportunity to expand our relationship and increase future revenue with those clients over time. Meanwhile, other contracts with new 2022 DOS Subscription Clients resulted in subscription revenue significantly above the expected average range driven by the size of the client organization and the bundle of technology and services included in their subscription.

Our net new DOS Subscription Client additions were lower in 2022 as compared to 2021, and we expect our 2023 net new DOS Subscription Client additions to also be lower compared to 2021 due to the continued financial strain and budget constraints in our end-market.

Dollar-based Retention Rate

Year Ended December 31,
202220212020
Dollar-based Retention Rate100%112%102%

We calculate our Dollar-based Retention Rate as of a period end by starting with the sum of the technology and professional services Annual Recurring Revenue (ARR) from our DOS Subscription Clients as of the date 12 months prior to such period end (prior period ARR). We then calculate the sum of the ARR from these same clients as of the current period end (current period ARR). Current period ARR includes any upsells and also reflects contraction or attrition over the trailing twelve months but excludes revenue from new DOS Subscription Clients added in the current period. We then divide the current period ARR by the prior period ARR to arrive at our Dollar-based Retention Rate. We calculate ARR for each DOS Subscription Client as the expected monthly recurring revenue of our clients as of the last day of a period multiplied by 12. Because our primary business model is to contract for our DOS platform, analytics applications, and professional services, our Dollar-Based Retention Rate calculated above only includes our DOS Subscription Clients. Other Clients that do not meet the definition of a DOS Subscription Client, which are primarily legacy Medicity, Able Health, Healthfinch, Vitalware, Twistle, KPI Ninja, and ARMUS clients, are not included in the Dollar-based Retention Rate metrics.

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Given the nature of our technology contracts, which, for many DOS platform clients, are generally priced for multi-year periods and have built-in, contractual escalators, we would generally anticipate less variation within our Dollar-based Retention Rate for technology fees as a result of current challenging macroeconomic factors. However, our technology Dollar-based Retention Rate decreased as of December 31, 2022 compared to December 31, 2021 primarily due to the loss of a large enterprise DOS platform client, a decline in our sales pipeline with respect to parts of our Solution that do not offer near-term ROI, such as our clinically-focused technology offerings, and a few clients reducing their near-term spend with us in an effort to meet their short-term budget requirements. As noted, our Dollar-based Retention Rate Key Metric excludes Other Clients who are not DOS Subscription Clients, including clients added through acquisition, as the go-forward technology revenue growth profiles of these businesses may vary from our core DOS Subscription Clients. For example, Medicity clients have generated a lower Dollar-based Retention Rate than DOS Subscription Clients and we expect flat to declining revenue from Medicity clients in the foreseeable future.

The financial strain imposed by COVID-19 on a number of our clients led to a meaningfully lower professional services dollar-based retention in 2020 compared to prior years due to discounts provided to support our clients through the financial strain related to the initial outbreak. We did not provide similar discounts during 2021 and saw improvement in our Dollar-based Retention Rate for professional services fees compared to 2020. However, 2022 proved to be a more challenging year than anticipated as a result of the inflationary macroeconomic environment and the meaningful financial strain that our health system end market faced, which contributed to a lower Dollar-based Retention Rate compared to 2021. We anticipate that there will continue to be variation in our professional services Dollar-based Retention Rate in the near term, however, we expect it to improve in 2023 relative to 2022, primarily driven by opportunities in our Tech-enabled Managed Services offering. While the vast majority of our professional services revenue are recurring in nature, we also provide clients with an option to engage with us for non-recurring, project-based professional services fees. These non-recurring, project-based fees are less predictable than our recurring services and can drive fluctuations in quarterly professional services revenues and in prior period comparisons.

Reconciliation of Non-GAAP Financial Measures

In addition to our results determined in accordance with GAAP, we believe the following non-GAAP measures are useful in evaluating our operating performance. We use the following non-GAAP financial information to evaluate our ongoing operations, as a component in determining employee bonus compensation, and for internal planning and forecasting purposes. We believe that non-GAAP financial information, when taken collectively, may be helpful to investors because it provides consistency and comparability with past financial performance. However, non-GAAP financial information is presented for supplemental informational purposes only, has limitations as an analytical tool, and should not be considered in isolation or as a substitute for financial information presented in accordance with GAAP. In addition, other companies, including companies in our industry, may calculate similarly-titled non-GAAP measures differently or may use other measures to evaluate their performance, all of which could reduce the usefulness of our non-GAAP financial measures as tools for comparison. A reconciliation is provided below for each non-GAAP financial measure to the most directly comparable financial measure stated in accordance with GAAP. Investors are encouraged to review the related GAAP financial measures and the reconciliation of these non-GAAP financial measures to their most directly comparable GAAP financial measures, and not to rely on any single financial measure to evaluate our business.

Adjusted gross profit and adjusted gross margin

Adjusted Gross Profit is a non-GAAP financial measure that we define as revenue less cost of revenue, excluding depreciation and amortization, adding back stock-based compensation, acquisition-related costs, net, and restructuring costs, as applicable. We define Adjusted Gross Margin as our Adjusted Gross Profit divided by our revenue. We believe Adjusted Gross Profit and Adjusted Gross Margin are useful to investors as they eliminate the impact of certain non-cash expenses and allow a direct comparison of these measures between periods without the impact of non-cash expenses and certain other non-recurring operating expenses. We present both of these measures for our technology and professional services business. We believe these non-GAAP measures are useful in evaluating our operating performance compared to that of other companies in our industry, as these metrics generally eliminate the effects of certain items that may vary from company to company for reasons unrelated to overall profitability.

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The following is a reconciliation of revenue to our Adjusted Gross Profit and Adjusted Gross Margin in total and for technology and professional services for the years ended December 31, 2022, 2021, and 2020:

Year Ended December 31, 2022
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$176,288$99,948$276,236
Cost of revenue, excluding depreciation and amortization(56,642)(86,407)(143,049)
Gross profit, excluding depreciation and amortization119,64613,541133,187
Add:
Stock-based compensation2,0588,23010,288
Acquisition-related costs, net(1)3516551,006
Restructuring costs(2)2291,1391,368
Adjusted Gross Profit$122,284$23,565$145,849
Gross margin, excluding depreciation and amortization68%14%48%
Adjusted Gross Margin69%24%53%

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(1) Acquisition-related costs, net include deferred retention expenses following the ARMUS, KPI Ninja, and Twistle acquisitions.

(2) Restructuring costs include severance and other team member costs from workforce reductions.

Year Ended December 31, 2021
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$147,718$94,208$241,926
Cost of revenue, excluding depreciation and amortization(47,516)(76,838)(124,354)
Gross profit, excluding depreciation and amortization100,20217,370117,572
Add:
Stock-based compensation2,0638,04710,110
Acquisition-related costs, net(1)61127188
Adjusted Gross Profit$102,326$25,544$127,870
Gross margin, excluding depreciation and amortization68%18%49%
Adjusted Gross Margin69%27%53%

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(1) Acquisition-related costs, net includes deferred retention expenses following the acquisition of Twistle.

Year Ended December 31, 2020
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$110,467$78,378$188,845
Cost of revenue, excluding depreciation and amortization(35,604)(62,473)(98,077)
Gross profit, excluding depreciation and amortization74,86315,90590,768
Add:
Stock-based compensation8033,4534,256
Adjusted Gross Profit$75,666$19,358$95,024
Gross margin, excluding depreciation and amortization68%20%48%
Adjusted Gross Margin68%25%50%

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Adjusted Technology Gross Margin remained consistent at 69% for the years ended December 31, 2022 and 2021. The year-over-year result was mainly driven by existing clients paying higher technology access fees from contractual, built-in escalators, without the corresponding increase in hosting costs. The increase was offset by headwinds due to the continued costs associated with transitioning a portion of our client base to Azure-hosted environments as well as increased support costs without a commensurate increase in revenue.

We expect Adjusted Technology Gross Margin to fluctuate and potentially decline in the near term, primarily due to additional costs associated with the ongoing transition of a small number of clients from on-premise and our managed data centers to third-party hosted data centers with Microsoft Azure and the migration of a subset of clients to our multi-tenant, Snowflake and Databricks-enabled data platform environment, as well as a small subset of modular clients reducing their software analytics application costs, which tend to be higher margin offerings.

Adjusted Professional Services Gross Margin decreased from 27% for the year ended December 31, 2021 to 24% for the year ended December 31, 2022, due primarily to a change in the mix of professional services we provided and lower utilization rates. Our professional services are comprised of data and analytics services, domain expertise services, Tech-enabled Managed Services, and implementation services. The majority of our professional services revenue is generated from data and analytic services and domain expertise services, which are the highest gross margin professional services we provide. The delivery mix among all of our services in a given period can lead to fluctuations in our Adjusted Professional Services Gross Margin.

We expect Adjusted Professional Services Gross Margin to fluctuate on a quarterly basis and to decline in the near term due to changes in the mix of services we provide, the amount of operational overhead required to deliver our services, and clients delaying or reducing services due to the uncertain and challenging macroeconomic environment. Specifically, in the near term we expect our mix of services to include more Tech-enabled Managed Services, which have minimal initial services gross margins that gradually increase over time as the company drives efficiencies in service delivery through the use of our technology. As part of our Tech-enabled Managed Services contracts, we often re-badge existing health system team members within the applicable functional area as Health Catalyst team members. We often provide a client with a near-term discount relative to their existing costs for the scope of the Tech-enabled Managed Services opportunity, and we drive incremental gross margin over time by leveraging our technology and know-how to make processes more efficient and reduce the client's labor costs. While there will likely be a headwind to gross margin from these Tech-enabled Managed Services in the near term, we believe this model will benefit our mid and long-term Adjusted EBITDA and profitability targets due to improved direct margin on these services over time, our ability to drive operating leverage with lower relative incremental operating expense investment required, and the fact that these contracts typically result in long-term technology subscription contract renewals or expansion.

Total Adjusted Gross Margin remained consistent at 53% for the years ended December 31, 2022 and 2021. We expect total Adjusted Gross Margin to fluctuate and decline in the near term, primarily due to anticipated growth in professional services, including Tech-enabled Managed Services.

Adjusted EBITDA

Adjusted EBITDA is a non-GAAP financial measure that we define as net loss adjusted for (i) interest and other expense, net, (ii) loss on extinguishment of debt, (iii) income tax benefit, (iv) depreciation and amortization, (v) stock-based compensation, (vi) acquisition-related costs, net, (vii) restructuring costs, and (viii) non-recurring lease-related charges. We view acquisition-related expenses when applicable, such as transaction costs and changes in the fair value of contingent consideration liabilities that are directly related to business combinations, as costs that are unpredictable, dependent upon factors outside of our control, and are not necessarily reflective of operational performance during a period. We believe that excluding the recent restructuring costs allows for more meaningful comparisons between operating results from period to period as this is separate from the core activities that arise in the ordinary course of our business. We believe Adjusted EBITDA provides investors with useful information on period-to-period performance as evaluated by management and a comparison with our past financial performance, and is useful in evaluating our operating performance compared to that of other companies in our industry, as this metric generally eliminates the effects of certain items that may vary from company to company for reasons unrelated to overall operating performance. Our Adjusted EBITDA improved year-over-year as a result of our revenue growth and cost reduction initiatives, and we generally expect Adjusted EBITDA to continue to improve going forward, although it may fluctuate from quarter to quarter as a result of the timing of non-recurring professional services revenue and the seasonality of certain operating costs, including costs related to our Healthcare Analytics Summit (HAS), which has previously occurred in the third quarter of each year.

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The following is a reconciliation of our net loss to Adjusted EBITDA for the years ended December 31, 2022, 2021, and 2020:

Year Ended December 31,
202220212020
(in thousands)
Net loss$(137,403)$(153,210)$(115,017)
Add:
Interest and other expense, net1,67816,45811,572
Loss on extinguishment of debt8,514
Income tax benefit(4,280)(6,898)(1,194)
Depreciation and amortization48,29737,52818,725
Stock-based compensation72,10465,14537,957
Acquisition-related costs, net(1)4,89427,92916,758
Restructuring costs(2)8,425
Non-recurring lease-related charges(3)3,7981,8001,398
Adjusted EBITDA$(2,487)$(11,248)$(21,287)

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(1)Acquisition-related costs, net includes third-party fees associated with due diligence, deferred retention expenses, post-acquisition restructuring costs incurred as part of business combinations, and changes in fair value of contingent consideration liabilities for potential earn-out payments. For additional details refer to Notes 1, 2, and 7 in our consolidated financial statements.

(2)Restructuring costs include severance and other team member costs from workforce reductions, impairment of discontinued capitalized software projects, and other miscellaneous charges. For additional details, refer to Note 11 in our consolidated financial statements.

(3)Non-recurring lease-related charges includes lease-related impairment charges for the subleased portion of our corporate headquarters and duplicate rent expense incurred during the relocation of our corporate headquarters. For additional details refer to Note 9 in our consolidated financial statements.

Key Factors Affecting Our Performance

We believe that our future growth, success, and performance are dependent on many factors, including those set forth below. While these factors present significant opportunities for us, they also represent the challenges that we must successfully address in order to grow our business and improve our results of operations.

•Impact of challenging macroeconomic environment, including high inflation and high interest rates, and the lingering effects of the COVID-19 pandemic. Recent macroeconomic challenges (including the high levels of inflation and high interest rates), the tight labor market, and the lingering effects of the COVID-19 pandemic continue to adversely affect workforces, organizations, governments, clients, economies, and financial markets globally, leading to an economic downturn and increased market volatility. They have also disrupted the normal operations of many businesses, including ours. Our health system end market is currently experiencing meaningful financial strain from significant inflation with increases in labor and supply costs without a commensurate increase in revenue, leading to significant margin pressure. This margin pressure along with the lingering effects the COVID-19 pandemic could continue to decrease healthcare industry spending, adversely affect demand for our technology and services, cause one or more of our clients to file for bankruptcy protection or go out of business, cause one or more of our clients to fail to renew, terminate, or renegotiate their contracts, affect the ability of our sales team to travel to potential clients and the ability of our professional services teams to conduct in-person services and trainings, impact expected spending from new clients, negatively impact collections of accounts receivable, and harm our business, results of operations, and financial condition. It is not possible for us to predict the duration or magnitude of the adverse results of the challenging macroeconomic environment and its effects on our business, results of operations, or financial condition at this time.

•Add new clients. We believe our ability to increase our client base will enable us to drive growth. Our potential client base is generally in the early stages of data and analytics adoption and maturity. We expect to further penetrate the market over time as potential clients invest in commercial data and analytics solutions. As one of the first data platform and analytics vendors focused specifically on healthcare organizations, we have an early-mover advantage and strong brand awareness. Our clients are large, complex organizations who typically have long procurement cycles which may lead to declines in the pace of our new client additions.

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•Leverage recent product and services offerings to drive expansion. We believe that our ability to expand within our client base will enable us to drive growth. Over the last few years, we have developed and deployed several new analytics applications including PowerCosting (formerly known as CORUS), PowerLabor, Touchstone, Patient Safety Monitor, Pop Analyzer (formerly known as Population Builder), Value Optimizer, and others. Because we are in the early stages of certain of our applications’ lifecycles and maturity, we do not have enough information to know the impact on revenue growth by upselling these applications and associated services to current and new clients.

•Impact of acquisitions. We have acquired multiple companies over the last few years, including Medicity in June 2018, Able Health in February 2020, Healthfinch in July 2020, Vitalware in September 2020, Twistle in July 2021, KPI Ninja in February 2022, and ARMUS in April 2022. The historical and go-forward revenue growth profiles of these businesses may vary from our core DOS Subscription Clients, which can positively or negatively impact our overall growth rate. For example, Medicity clients have generated a lower dollar-based retention rate than DOS Subscription Clients and we expect declining revenue from Medicity clients in the foreseeable future. As we integrate the teams acquired via our recent acquisitions, we have also incurred integration-related costs and duplicative costs that could impact our operating cost profile in the near term.

•Changing revenue mix. Our technology and professional services offerings have materially different gross margin profiles. While our professional services offerings help our clients achieve measurable improvements and make them stickier, they have lower gross margins than our technology revenue. In 2022, our technology revenue and professional services revenue represented 64% and 36% of total revenue, respectively.

Changes in our percentage of revenue attributable to Technology and Professional Services would impact future Total Adjusted Gross Margin. For example, in 2023 we expect professional services revenue to become a higher percentage of total revenue as a result of increased demand for Tech-enabled Managed Services that tend to provide an immediate return on investment for clients, including in the form of cost savings for the client. Furthermore, changes within the types of professional services we offer over time can have a material impact on our Adjusted Professional Services Gross Margin, impacting our future Total Adjusted Gross Margin. See “Reconciliation of Non-GAAP Financial Measures” above for more information.

•Transitions to Microsoft Azure and migration to multi-tenant, Snowflake and Databricks enabled data platform environment. We incur hosting fees related to providing DOS through a cloud-based environment hosted by Microsoft Azure. We maintain a small number of clients that have deployed DOS on-premise. We are in the process of migrating clients who deployed DOS on-premise to Azure-hosted environments. The Azure cloud provides clients with more advanced DOS product functionality and a more seamless client experience; however, hosting clients in Azure is more costly than on-premise deployments on a per-client basis. We have also started migrating certain clients to our multi-tenant, Snowflake and Databricks-enabled data platform environment. These transitions have and will continue to result in higher cost of technology revenue and a reduced Adjusted Technology Gross Margin.

Recent Acquisitions

ARMUS Corporation.

On April 29, 2022, we acquired ARMUS, a clinical registry development and data management technology company based in Foster City, California. ARMUS provides data abstraction, data validation, data management, data submission, and data reporting services to support participation in clinical quality registries for healthcare institutions around the world, including health systems, payers, medical device companies, and premier medical societies. The acquisition consideration transferred was $9.4 million and was comprised of net cash consideration of $9.3 million and Health Catalyst common shares with a fair value of $0.1 million, net of shares subject to revesting that are accounted for as post-acquisition stock-based compensation.

KPI Ninja, Inc.

On February 24, 2022, we acquired KPI Ninja, a leading provider of interoperability, enterprise analytics, and value-based care solutions based in Lincoln, Nebraska. KPI Ninja is known for its powerful capabilities, flexible configurations, and comprehensive applications designed to fulfill the promise of data-driven healthcare. The acquisition consideration transferred was $21.4 million and was comprised of net cash consideration of $18.5 million and Health Catalyst common shares with a fair value of $2.9 million, net of shares subject to revesting that are accounted for as post-acquisition stock-based compensation.

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Twistle, Inc.

On July 1, 2021, we acquired Twistle, Inc. (Twistle), a healthcare patient engagement SaaS technology company that automates patient-centered communication between care teams and patients to transform the patient experience, drive better care outcomes, and reduce healthcare costs. We anticipate that Twistle’s leading clinical workflow and patient engagement platform, paired with the Health Catalyst population health offering, will enable a comprehensive go-to-market solution to address the population health needs of healthcare and life science organizations. The acquisition consideration transferred was $91.9 million, consisting of net cash consideration of $46.7 million, Health Catalyst common shares with a fair value of $43.1 million, and contingent consideration based on certain earn-out performance targets for Twistle during an earn-out period that ended on June 30, 2022, which had an initial estimated fair value of $2.1 million. The earn-out contingent consideration liability was settled during the third quarter of 2022.

Vitalware, LLC

On September 1, 2020, we acquired Vitalware, LLC (Vitalware), a provider of revenue workflow optimization and analytics SaaS technology solutions to healthcare organizations, in a transaction accounted for as a business combination. Vitalware’s flagship offering is a chargemaster management solution that delivers analytics for the complex regulatory and compliance functions needed by healthcare provider systems. Additionally, Vitalware brings to bear newer product suites to help health systems capture lost revenue and to support compliance with expanding pricing transparency regulation. The acquisition consideration transferred was $119.2 million and was comprised of net cash consideration of $69.6 million, Health Catalyst common shares with a fair value of $41.3 million, and contingent consideration based on certain earn-out performance targets for Vitalware during an earn-out period that ended on March 31, 2021, which had and initial estimated fair value of $8.3 million. The purchase resulted in Health Catalyst acquiring 100% ownership in Vitalware. The earn-out contingent consideration liability was settled during the second quarter of 2021.

Healthfinch, Inc.

On July 31, 2020, we acquired Healthfinch, Inc. (Healthfinch), which provides a workflow integration engine delivering insights and analytics into EMR workflows to automate physicians’ ability to close patient care gaps in real-time, in a transaction accounted for as a business combination. We believe this acquisition will strengthen our existing population health capabilities. The acquisition consideration transferred was $50.5 million and was comprised of net cash consideration of $16.9 million, Health Catalyst common shares with a fair value of $27.8 million, and contingent consideration based on certain earn-out performance targets for Healthfinch during an earn-out period that ended on July 31, 2021, which had an initial fair value of $5.8 million. The purchase resulted in Health Catalyst acquiring 100% ownership in Healthfinch. Approximately half of the earn-out was settled during the third quarter of 2021 and the remaining amount was settled during the first quarter of 2022.

Able Health, Inc.

On February 21, 2020, we acquired Able Health, Inc. (Able Health), a leading SaaS provider of quality and regulatory measurement tracking and reporting to healthcare providers and risk-bearing entities, in a transaction accounted for as a business combination. We believe this acquisition will strengthen Health Catalyst’s Quality and Regulatory Measures capabilities. The acquisition consideration transferred was $21.5 million and was comprised of net cash consideration of $15.2 million, Health Catalyst common shares with a fair value of $3.3 million, and contingent consideration based on achievement of Able Health specified incremental client billings for the year ended December 31, 2020, which had an initial fair value of $3.0 million. The purchase resulted in Health Catalyst acquiring 100% ownership in Able Health. The earn-out contingent consideration liability was settled during the first quarter of 2021.

Components of Our Results of Operations

Revenue

We derive our revenue from sales of technology and professional services. For the years ended December 31, 2022, 2021, and 2020, technology revenue represented 64%, 61%, and 58% of total revenue, respectively, and professional services revenue represented 36%, 39%, and 42% of total revenue, respectively.

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Technology revenue.   Technology revenue primarily consists of subscription fees charged to clients for access to use our data platform and analytics applications. We provide clients access to our technology through either an all-access or limited-access, modular subscription. Most of our subscription contracts are cloud-based and generally have a three or five-year term, of which many are terminable after one year upon 90 days’ notice. The vast majority of our DOS subscription contracts have built-in annual escalators for technology access fees. Also included in technology revenue is the maintenance and support we provide, which generally includes updates and support services.

Professional services revenue.   Professional services revenue primarily includes analytics services, domain expertise services, Tech-enabled Managed Services, and implementation services. Professional services arrangements typically include a fee for making FTE services available to our clients on a monthly basis. FTE services generally consist of a blend of analytic engineers, analysts, and data scientists based on the domain expertise needed to best serve our clients.

Deferred revenue

Deferred revenue consists of client billings in advance of revenue being recognized from our technology and professional services arrangements. We primarily invoice our clients for technology arrangements annually or quarterly in advance. Amounts anticipated to be recognized within one year of the balance sheet date are recorded as deferred revenue and the remaining portion is recorded as deferred revenue, net of current portion on our consolidated balance sheets.

Cost of revenue, excluding depreciation and amortization

Cost of technology revenue.    Cost of technology revenue primarily consists of costs associated with hosting and supporting our technology, including third-party cloud computing and hosting costs, license and revenue share fees, contractor costs, and salary and related personnel costs for our cloud services and support teams.

Although we expect cost of technology revenue to increase in absolute dollars as we increase headcount, cloud computing, and hosting costs to accommodate growth, and as we continue to transition clients to third-party hosted data centers with Microsoft Azure and the migration of clients to the next iteration of our DOS platform, we anticipate cost of technology revenue as a percentage of technology revenue will generally decrease over the long term. We expect cost of technology revenue as a percentage of technology revenue to fluctuate and potentially increase in the near term, primarily due to additional costs associated with transitioning a small number of clients from on-premise to Microsoft Azure and the migration of clients to the next iteration of our DOS platform.

Cost of professional services revenue.    Cost of professional services revenue consists primarily of costs related to delivering our team’s expertise in analytics, strategic advisory, improvement, and implementation services. These costs primarily include salary and related personnel costs, travel-related costs, and outside contractor costs. We expect cost of professional services revenue to increase in absolute dollars as we increase headcount to accommodate growth, including Tech-enabled Managed Services.

Operating expense

Sales and marketing. Sales and marketing expenses primarily include salary and related personnel costs for our sales, marketing, and account management teams, lead generation, marketing events, including our Healthcare Analytics Summit (HAS), marketing programs, and outside contractor costs associated with the sale and marketing of our offerings.

We plan to continue to invest in sales and marketing to grow our client base, expand in new markets, and increase our brand awareness. The trend and timing of sales and marketing expenses will depend in part on the timing of our expansion into new markets and marketing campaigns. Our sales and marketing expenses may fluctuate as a percentage of our revenue from period to period due to the timing and extent of these expenses.

Research and development. Research and development expenses primarily include salary and related personnel costs for our data platform and analytics applications teams, subscriptions, and outside contractor costs associated with the development of products. We have developed an open, flexible, and scalable data platform. We plan to continue to invest in research and development to develop new solutions and enhance our applications library.

We expect that research and development expenses will increase in absolute dollars in future periods, but decrease as a percentage of our revenue over the long term. Our research and development expenses may fluctuate as a percentage of our revenue from period to period due to the nature, timing, and extent of these expenses.

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General and administrative. General and administrative expenses primarily include salary and related personnel costs for our legal, finance, people operations, IT, and other administrative teams, including certain executives. General and administrative expenses also include facilities, subscriptions, corporate insurance, outside legal, accounting, directors’ fees, and the change in fair value of contingent consideration liabilities. Our general and administrative expenses may fluctuate as a percentage of our revenue from period to period due to the timing and extent of these expenses, including due to restructuring initiatives.

Depreciation and amortization.   Depreciation and amortization expenses are primarily attributable to our capital investment and consist of fixed asset depreciation, amortization of intangibles considered to have definite lives, and amortization of capitalized internal-use software costs.

Interest and other income (expense), net

Interest and other income (expense), net primarily consists of interest expense partially offset by income from our investment holdings. Interest expense in the current year is primarily attributable to the 2.50% Convertible Senior Notes due 2025 (the Notes) and in prior years was primarily attributable to our now extinguished term loan and imputed interest on acquisition-related consideration payable. It also includes the amortization of discounts on debt and amortization of deferred financing costs related to our various debt arrangements. The adoption of ASU 2020-06 during the first quarter of 2022 reduced our reported interest expense as it relates to our convertible senior notes.

Income tax benefit

Income tax benefit consists of U.S. federal, state, and foreign income taxes. Because of the uncertainty of the realization of the deferred tax assets, we have a full valuation allowance for our net deferred tax assets, including net operating loss carryforwards (NOLs) and tax credits related primarily to research and development.

As of December 31, 2022, we had federal and state NOLs of $591.6 million and $462.9 million, respectively, which will begin to expire for federal and state tax purposes in 2032 and 2023, respectively. Our existing NOLs may be subject to limitations arising from ownership changes and, if we undergo an ownership change in the future, our ability to utilize our NOLs and tax credits could be further limited by Sections 382 and 383 of the Code. Future changes in our stock ownership, many of which are outside of our control, could result in an ownership change under Sections 382 and 383 of the Code. Our NOLs and tax credits may also be limited under similar provisions of state law.

On March 27, 2020, the CARES Act was enacted and signed into U.S. law to provide economic relief to individuals and businesses facing economic hardship as a result of the COVID-19 pandemic. On March 11, 2021, the American Rescue Plan Act (ARPA) was enacted and signed into U.S. law to provide additional economic stimulus and tax credits. Changes in tax laws or rates are accounted for in the period of enactment. The income tax provisions of the CARES Act and ARPA do not have a significant impact on our current taxes, deferred taxes, or uncertain tax positions. The CARES Act also provided for the deferral of an employer’s portion of social security payroll taxes for the remainder of 2020. We deferred the social security payroll tax match beginning in April 2020 and fully paid all related deferred payroll taxes in December 2021.

On August 16, 2022, the Inflation Reduction Act of 2022 (IRA) was enacted and signed into U.S. law. The IRA includes provisions imposing a 1% excise tax on share repurchases in excess of the fair value of stock issuances, including compensatory stock issuances, that occur after December 31, 2022 and introduces a 15% corporate alternative minimum tax on adjusted financial statement income. We do not expect the tax provisions of the IRA to have a material impact on our consolidated financial statements.

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Results of Operations

The following tables set forth our consolidated results of operations data and such data as a percentage of total revenue for each of the periods indicated:

Year Ended December 31,
202220212020
(in thousands)
Revenue:
Technology$176,288$147,718$110,467
Professional services99,94894,20878,378
Total revenue276,236241,926188,845
Cost of revenue, excluding depreciation and amortization shown below:
Technology(1)(2)(3)56,64247,51635,604
Professional services(1)(2)(3)86,40776,83862,473
Total cost of revenue, excluding depreciation and amortization143,049124,35498,077
Operating expenses:
Sales and marketing(1)(2)(3)87,51475,02755,411
Research and development(1)(2)(3)75,68062,73353,517
General and administrative(1)(2)(3)(4)61,70185,93459,240
Depreciation and amortization48,29737,52818,725
Total operating expenses273,192261,222186,893
Loss from operations(140,005)(143,650)(96,125)
Loss on extinguishment of debt(8,514)
Interest and other expense, net(1,678)(16,458)(11,572)
Loss before income taxes(141,683)(160,108)(116,211)
Income tax benefit(4,280)(6,898)(1,194)
Net loss$(137,403)$(153,210)$(115,017)

__________________

(1)Includes stock-based compensation expense, as follows:

Year Ended December 31,
202220212020
Stock-Based Compensation Expense:(in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology$2,058$2,063$803
Professional services8,2308,0473,453
Sales and marketing28,08222,69813,093
Research and development12,93810,2138,069
General and administrative20,79622,12412,539
Total$72,104$65,145$37,957

(2)Includes acquisition-related costs, net, as follows:

Year Ended December 31,
202220212020
Acquisition-related costs, net:(in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology$351$61$
Professional services655127
Sales and marketing1,894592
Research and development3,045901
General and administrative(1,051)26,24816,758
Total$4,894$27,929$16,758

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(3)Includes restructuring costs, as follows:

Year Ended December 31,
202220212020
Restructuring costs:(in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology$229$$
Professional services1,139
Sales and marketing3,023
Research and development3,410
General and administrative624
Total$8,425$$

(4)Includes non-recurring lease-related charges, as follows:

Year Ended December 31,
202220212020
Non-recurring lease-related charges:(in thousands)
General and administrative$3,798$1,800$1,398
Year Ended December 31,
202220212020
Revenue:
Technology64%61%58%
Professional services363942
Total revenue100100100
Cost of revenue, excluding depreciation and amortization shown below:
Technology212019
Professional service313233
Total cost of revenue, excluding depreciation and amortization525252
Operating expenses:
Sales and marketing323129
Research and development272628
General and administrative223631
Depreciation and amortization181610
Total operating expenses9910998
Loss from operations(51)(61)(50)
Loss on extinguishment of debt(5)
Interest and other expense, net(1)(7)(6)
Loss before income taxes(52)(68)(61)
Income tax benefit(2)(3)(1)
Net loss(50)%(65)%(60)%

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Discussion of the Years Ended December 31, 2022 and 2021

Revenue

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
Revenue:
Technology$176,288$147,718$28,57019%
Professional services99,94894,2085,7406%
Total revenue$276,236$241,926$34,31014%
Percentage of revenue:
Technology64%61%
Professional services3639
Total100%100%

Total revenue was $276.2 million for the year ended December 31, 2022, compared to $241.9 million for the year ended December 31, 2021, an increase of $34.3 million, or 14%.

Technology revenue was $176.3 million, or 64% of total revenue, for the year ended December 31, 2022, compared to $147.7 million, or 61% of total revenue, for the year ended December 31, 2021. The technology revenue growth was primarily from new DOS Subscription Clients, acquired technology clients, revenue from existing clients paying higher technology access fees from contractual, annual escalators, and new offerings of expanded support services.

Professional services revenue was $99.9 million, or 36% of total revenue, for the year ended December 31, 2022, compared to $94.2 million, or 39% of total revenue, for the year ended December 31, 2021. The professional services revenue growth is primarily due to implementation, analytics, and other improvement services being provided to new DOS Subscription Clients.

Cost of revenue, excluding depreciation and amortization

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
Cost of revenue, excluding depreciation and amortization:
Technology$56,642$47,516$9,12619%
Professional services86,40776,8389,56912%
Total cost of revenue, excluding depreciation and amortization$143,049$124,354$18,69515%
Percentage of total revenue52%51%

Cost of technology revenue, excluding depreciation and amortization, was $56.6 million for the year ended December 31, 2022, compared to $47.5 million for the year ended December 31, 2021, an increase of $9.1 million, or 19%. The increase was primarily due to a $4.0 million increase in cloud computing and hosting costs largely from the expanded use of Microsoft Azure to serve existing and new clients, a $1.9 million increase in dues, subscriptions, and license and revenue share fees, a $1.8 million increase in salary and related personnel costs from an increase in cloud services and support headcount, and a $1.2 million increase in contractors and outside services.

Cost of professional services revenue was $86.4 million for the year ended December 31, 2022, compared to $76.8 million for the year ended December 31, 2021, an increase of $9.6 million, or 12%. This increase was primarily due to a $6.0 million increase in salary and related personnel costs from additional headcount, a $2.2 million increase in contractor and outside service fees, and a $1.1 million increase in restructuring costs.

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Operating Expenses

Sales and marketing

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
Sales and marketing$87,514$75,027$12,48717%
Percentage of total revenue32%31%

Sales and marketing expenses were $87.5 million for the year ended December 31, 2022, compared to $75.0 million for the year ended December 31, 2021, an increase of $12.5 million, or 17%. The increase was primarily due to a $5.4 million increase in stock-based compensation, a $3.0 million increase in restructuring costs, a $2.0 million increase in salary and related personnel costs from additional headcount, and a $1.2 million increase from travel and entertainment.

Sales and marketing expense as a percentage of total revenue increased from 31% in the year ended December 31, 2021 to 32% in the year ended December 31, 2022.

Research and development

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
Research and development$75,680$62,733$12,94721%
Percentage of total revenue27%26%

Research and development expenses were $75.7 million for the year ended December 31, 2022, compared to $62.7 million for the year ended December 31, 2021, an increase of $12.9 million, or 21%. The increase was primarily due to a $4.0 million increase in salary and related personnel costs from additional development team headcount, a $3.4 million increase in restructuring charges, a $3.1 million increase in contractor and outside service fees, and a $2.7 million increase in stock-based compensation.

Research and development expense as a percentage of revenue increased from 26% in the year ended December 31, 2021 to 27% in the year ended December 31, 2022.

General and administrative

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
General and administrative$61,701$85,934$(24,233)(28)%
Percentage of total revenue22%36%

General and administrative expenses were $61.7 million for the year ended December 31, 2022, compared to $85.9 million for the year ended December 31, 2021, a decrease of $24.2 million, or (28)%. The decrease was primarily due to a $28.6 million decrease in change in fair value of contingent consideration liabilities, which was partially offset by a $2.0 million increase in lease-related impairment charges, a $1.6 million increase in legal fees, and a $1.1 million increase in salary and related personnel costs from additional headcount.

General and administrative expense as a percentage of revenue decreased from 36% in the year ended December 31, 2021 to 22% in the year ended December 31, 2022.

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Depreciation and amortization

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
Depreciation and amortization$48,297$37,528$10,76929%
Percentage of total revenue18%16%

Depreciation and amortization expenses were $48.3 million for the year ended December 31, 2022, compared to $37.5 million for the year ended December 31, 2021, an increase of $10.8 million, or 29%. This increase was primarily due to the amortization of acquired intangible assets from our recent business acquisitions as well as an increase from capitalized internal-use software depreciation.

Depreciation and amortization expense as a percentage of revenue increased from 16% in the year ended December 31, 2021 to 18% in the year ended December 31, 2022.

Interest and other expense, net

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
Interest income$5,687$831$4,856584%
Interest expense(7,239)(17,313)10,07458%
Other income (expense)(126)24(150)n/m(1)
Total interest and other expense, net$(1,678)$(16,458)$14,78090%

_______________________________

(1)Not meaningful

Interest and other expense, net decreased $14.8 million, or 90%, for the year ended December 31, 2022 compared to the year ended December 31, 2021. This change is primarily due to a decrease in non-cash interest expense of $10.1 million related to the modified retrospective adoption of ASU 2020-06 and $4.9 million increase in interest and investment income due to an increase in interest rates on our investments.

Income tax benefit

Year Ended December 31,
20222021$ Change% Change
(in thousands, except percentages)
Income tax benefit$(4,280)$(6,898)$2,618(38)%

__________________________

(1)Not meaningful.

Income tax benefit decreased $2.6 million, or 38%, for the year ended December 31, 2022 compared to the year ended December 31, 2021. This decrease is primarily related to a decrease in the discrete deferred tax benefits attributable to the release of a portion of the valuation allowance during the respective periods. The releases of valuation allowance are attributable to the acquisition of KPI Ninja and ARMUS in 2022 and Twistle in 2021, which resulted in deferred tax liabilities that, upon acquisition, allowed us to recognize certain deferred tax assets that had previously been offset by a valuation allowance.

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Liquidity and Capital Resources

As of December 31, 2022, we had cash, cash equivalents, and short-term investments of $363.5 million, which were held for working capital and other general corporate purposes, which may include acquisitions and strategic transactions. Our cash equivalents and short-term investments are comprised primarily of money market funds, U.S. treasury notes, commercial paper, corporate bonds, and asset-backed securities.

Since inception, we have financed our operations primarily from the proceeds we received through private sales of equity securities, payments received from clients under technology and professional services arrangements, borrowings under our loan and security agreements, our IPO, the Note Offering, and the Secondary Public Equity Offering. Our future capital requirements will depend on many factors, including our pace of new client growth and expanded client relationships, technology and professional services renewal activity, and the timing and extent of spend to support the expansion of sales, marketing, development, share repurchases, and acquisition-related activities. In the event that additional financing is required from outside sources, we may not be able to raise it on terms acceptable to us, or at all. If we are unable to raise additional capital when desired, our business, results of operations, and financial condition would be adversely affected.

We believe our existing cash, cash equivalents and marketable securities will be sufficient to meet our working capital and capital expenditure needs over at least the next 12 months, though we may require additional capital resources in the future.

Share repurchase plan

On August 2, 2022, our Board of Directors authorized a share repurchase program to repurchase up to $40.0 million of our outstanding shares of common stock (Share Repurchase Plan). During the year ended December 31, 2022, we repurchased and retired 709,139 shares of our common stock for $8.4 million at an average purchase price of $11.81 per share. The total remaining authorization for future shares of common stock repurchases under our Share Repurchase Plan is $31.6 million as of December 31, 2022.

Secondary Public Equity Offering

In August 2021, we completed an underwritten public offering of 4,882,075 shares (inclusive of the underwriters’ over-allotment option to purchase 636,792 shares) of our common stock at $53.00 per share. We received net proceeds of $245.2 million, after deducting the underwriting discounts and commissions and other offering costs.

The offering was made pursuant to an effective shelf registration statement (File No. 333-258625) filed with the Securities and Exchange Commission. We plan to use the proceeds for continuing operations and potential future acquisitions.

Convertible senior notes

On April 14, 2020, we issued $230.0 million in aggregate principal amount of 2.50% Convertible Senior Notes due 2025 (the Notes), pursuant to an Indenture dated April 14, 2020, with U.S. Bank National Association, as trustee, in a private offering to qualified institutional buyers. We received net proceeds from the sale of the Notes of $222.5 million, after deducting the initial purchasers’ discounts and offering expenses payable by us.

Capped Calls

On April 8, 2020, concurrently with the pricing of the Notes, we entered into privately negotiated capped call transactions (Base Capped Calls) with certain financial institutions, or option counterparties. In addition, in connection with the initial purchasers’ exercise in full of their option to purchase additional Notes, on April 9, 2020, we entered into additional capped call transactions (Additional Capped Calls, and, together with the Base Capped Calls, the Capped Calls) with each of the option counterparties. We used approximately $21.6 million of the net proceeds from the Note Offering to pay the option premium cost of the Capped Calls. The Capped Calls have initial cap prices of $42.00 per share, subject to certain adjustments. The Capped Calls are expected generally to reduce the potential dilution to our common stock upon any conversion of Notes and/or offset any cash payments we are required to make in excess of the principal amount of converted Notes, as the case may be, with such reduction and/or offset subject to the cap price.

Refer to Note 10 of our consolidated financial statements for additional details regarding the private offering of the Notes and the Capped Calls.

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Cash Flows

The following table summarizes our cash flows for the years ended December 31, 2022, 2021, and 2020:

Year Ended December 31,
202220212020
(in thousands)
Net cash used in operating activities$(35,270)$(23,123)$(26,148)
Net cash used in investing activities(39,021)(139,678)(82,565)
Net cash provided by financing activities(2,613)264,084182,609
Effect of exchange rate changes on cash and cash equivalents(11)(10)26
Net increase (decrease) in cash and cash equivalents$(76,915)$101,273$73,922

Operating activities

Our largest source of operating cash flows is cash collections from our clients for technology and professional services arrangements. Our primary uses of cash from operating activities are for employee-related expenses, marketing expenses, and technology costs.

For the year ended December 31, 2022, net cash used in operating activities was $35.3 million, which included a net loss of $137.4 million. Non-cash charges primarily consisted of  $72.1 million in stock-based compensation, $48.3 million in depreciation and amortization of property, equipment, and intangible assets, $5.0 million in impairment of long-lived assets, reduced by a $4.7 million net decrease in fair value of contingent consideration liabilities, and a $4.5 million deferred tax benefit. The $3.2 million of payments in excess of the acquisition date fair value to settle the cash-based portion of contingent consideration liabilities was included in the net cash used in operating activities.

For the year ended December 31, 2021, net cash used in operating activities was $23.1 million, which included a net loss of $153.2 million. Non-cash charges primarily consisted of  $65.1 million in stock-based compensation, $37.5 million in depreciation and amortization of property, equipment, and intangible assets, a $20.0 million net increase in fair value of contingent consideration liabilities, and $11.9 million in amortization of debt discount and issuance costs, reduced by the $7.1 million deferred tax benefit. The $9.1 million of payments in excess of the acquisition date fair value to settle the cash-based portion of contingent consideration liabilities was included in the net cash used in operating activities.

For the year ended December 31, 2020, net cash used in operating activities was $26.1 million, which included a net loss of $115.0 million. Non-cash charges primarily consisted of $18.7 million in depreciation and amortization of property, equipment, and intangible assets, $38.0 million in stock-based compensation, a $14.1 million net increase in fair value of contingent consideration liabilities, $8.5 million of loss from the extinguishment of debt, and $8.1 million in amortization of debt discount and issuance costs.

Investing activities

Net cash used in investing activities for the year ended December 31, 2022 of $39.0 million was primarily due to $27.8 million used to acquire KPI Ninja and ARMUS, $13.0 million of capitalized internal-use software development costs, and $4.4 million in purchases of property, equipment, and intangible assets. These investing cash outflows were partially offset by the sale and maturity of short-term investments of $315.2 million, reduced by the purchases of short-term investments of $309.0 million.

Net cash used in investing activities for the year ended December 31, 2021 of $139.7 million was primarily due to purchases of short-term investments of $261.4 million, reduced by the sale and maturity of short-term investments of $186.9 million. There were also investing cash outflows of $46.8 million to acquire Twistle, $11.8 million in purchases of property, equipment, and intangible assets, including leasehold improvements and furnishings for our new corporate headquarters, and $6.6 million of capitalized internal-use software development costs.

Net cash used in investing activities for the year ended December 31, 2020 of $82.6 million was primarily due to $101.7 million used in current year business acquisitions and $9.0 million in purchases of property, equipment, and intangible assets. These investing cash outflows were partially offset by the sale and maturity of short-term investments of $219.1 million, reduced by the purchases of short-term investments of $189.5 million.

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Financing activities

Net cash used in financing activities for the year ended December 31, 2022 of $2.6 million was primarily the result of $8.4 million in repurchases of common stock and $1.3 million in payments of acquisition-related obligations, partially offset by $4.0 million in stock option exercise proceeds and $3.2 million in proceeds from our ESPP.

Net cash provided by financing activities for the year ended December 31, 2021 of $264.1 million was primarily the result of $245.2 million in public offering proceeds, net of underwriters' discounts and commissions, $20.4 million in stock option exercise proceeds, and $4.8 million in proceeds from our ESPP, reduced by the $6.3 million in payments of acquisition-related obligations.

Net cash provided by financing activities for the year ended December 31, 2020 of $182.6 million was primarily the result of $222.5 million in net proceeds from the private offering of the Notes, $36.3 million in stock option exercise proceeds, and $4.3 million in proceeds from our ESPP, reduced by the $57.0 million payoff of the OrbiMed Credit Facility, $21.7 million used to purchase Capped Calls, including issuance costs, and the $1.6 million in payments of acquisition-related obligations.

Critical Accounting Policies and Estimates

Our consolidated financial statements are prepared in accordance with U.S. GAAP. The preparation of these consolidated financial statements requires management to make estimates, assumptions, and judgments that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities at the date of the financial statements, and the reported amounts of revenue and expenses during the applicable periods. We base our estimates, assumptions, and judgments on our knowledge and experience about past and current events and on various other factors that we believe to be reasonable under the circumstances. Different assumptions and judgments would change the estimates used in the preparation of our consolidated financial statements, which, in turn, could change the results from those reported. We evaluate our estimates, assumptions, and judgments on an ongoing basis.

The critical accounting estimates, assumptions, and judgments that we believe have the most significant impact on our consolidated financial statements are described below.

Revenue recognition

We derive our revenues primarily from technology subscriptions and professional services. We determine revenue recognition by applying the following steps:

•Identification of the contract, or contracts, with a client;

•Identification of the performance obligations in the contract;

•Determination of the transaction price;

•Allocation of the transaction price to the performance obligations in the contract; and

•Recognition of revenue when, or as, we satisfy the performance obligation.

We recognize revenue net of any taxes collected from clients and subsequently remitted to governmental authorities.

Technology revenue

Technology revenue primarily consists of subscription fees charged to clients for access to use our technology. We provide clients access to our technology through either an all-access or limited-access, modular subscription.

The majority of our subscription arrangements are cloud-based and do not provide clients the right to take possession of the technology or contain a significant penalty if the client were to take possession of the technology. Revenue from cloud-based subscriptions is recognized ratably over the contract term beginning on the date that the service is made available to the client. Our subscription contracts generally have a three or five-year term, of which many are terminable after one year upon 90 days’ notice.

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Subscriptions that allow the client to take software on-premise without significant penalty are treated as time-based licenses. These arrangements generally include access to technology, access to unspecified future products, and maintenance and support. Revenue for upfront access to our technology library is recognized at a point in time when the technology is made available to the client. Revenue for access to unspecified future products included in time-based license subscriptions is recognized ratably over the contract term beginning on the date that the access is made available to the client.

Professional services revenue

Professional services revenue primarily includes data and analytics services, domain expertise services, Tech-enabled Managed Services, and implementation services. Professional services arrangements typically include a fee for making full-time equivalent (FTE) services available to our clients on a monthly basis. FTE services generally consist of a blend of analytic engineers, analysts, and data scientists based on the domain expertise needed to best serve our clients. Professional services are typically considered distinct from the technology offerings and revenue is generally recognized as the service is provided using the “right to invoice” practical expedient.

Contracts with multiple performance obligations

Many of our contracts include multiple performance obligations. We account for performance obligations separately if they are capable of being distinct within the context of the contract. In these circumstances, the transaction price is allocated to separate performance obligations on a relative standalone selling price basis. We determine standalone selling prices based on the observable price a good or service is sold for separately when available. In cases where standalone selling prices are not directly observable, based on information available, we utilize the expected cost plus a margin, adjusted market assessment, or residual estimation method. We consider all information available including our overall pricing objectives, market conditions, and other factors, which may include client demographics and the types of users. Standalone selling prices are not directly observable for our all-access and limited-access technology arrangements, which are composed of cloud-based subscriptions, time-based licenses, and perpetual licenses. For these technology arrangements, we generally use the residual estimation method due to a limited number of standalone transactions and/or prices that are highly variable.

Variable consideration

We have also entered into at-risk and shared savings arrangements with certain clients whereby we receive variable consideration based on the achievement of measurable improvements which may include cost savings or performance against metrics. For these arrangements, we estimate revenue using the most likely amount that we will receive. Estimates are based on our historical experience and best judgment at the time to the extent it is probable that a significant reversal of revenue recognized will not occur. Due to the nature of our arrangements, certain estimates may be constrained until the uncertainty is further resolved.

Business combinations

The results of businesses acquired in a business combination are included in our consolidated financial statements from the date of the acquisition. Purchase accounting results in assets and liabilities of an acquired business generally being recorded at their estimated fair value on the acquisition date. Any excess consideration over the fair value of the identifiable assets acquired and liabilities assumed is recognized as goodwill.

We perform valuations of assets acquired and liabilities assumed on each acquisition accounted for as a business combination in order to record the tangible and intangible assets acquired and liabilities assumed based on our best estimate of fair value. Determining the fair value of assets acquired and liabilities assumed requires management to use significant judgment and estimates including the selection of valuation methodologies, estimates of future revenue and cash flows, discount rates, and selection of comparable companies. Significant estimation is required in determining the fair value of the client-related intangible assets and technology-related intangible assets. The significant estimation is primarily due to the judgmental nature of the inputs to the valuation models used to measure the fair value of these intangible assets, as well as the sensitivity of the respective fair values to the underlying significant assumptions. We typically use the income approach or cost approach to measure the fair value of intangible assets. The significant assumptions used to form the basis of the estimates included the number of engineer hours required to develop technology, expected revenue including revenue growth rates, rate and timing of obsolescence, royalty rates and earnings before interest, taxes, depreciation and amortization (EBITDA) margin used in the estimate for client relationships, and backlog. Many of these significant assumptions are forward-looking and could be affected by future economic and market conditions. We engage the assistance of valuation specialists in concluding on fair value measurements in connection with determining fair values of material assets acquired and liabilities assumed in a business combination. Transaction costs associated with business combinations are expensed as incurred and are included in general and administrative expense in our consolidated statements of operations and comprehensive loss.

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Goodwill

We record goodwill as the difference between the aggregate consideration paid for a business combination and the fair value of the identifiable net tangible and intangible assets acquired. Goodwill includes the know-how of the assembled workforce, the ability of the workforce to further improve technology and product offerings, client relationships, and the expected cash flows resulting from these efforts. Goodwill may also include expected synergies resulting from the complementary strategic fit these businesses bring to existing operations. Goodwill is assessed for impairment annually on October 31 or more frequently if indicators of impairment are present or circumstances suggest that impairment may exist.

Our first step in the goodwill impairment test is a qualitative analysis of factors that could be indicators of potential impairment. Judgment in the assessment of qualitative factors of impairment may include changes in business climate, market conditions, or other events impacting the reporting unit.

Next, if a quantitative analysis is necessary, we compare the fair value of the reporting unit with its carrying amount, including goodwill. Performing a quantitative goodwill impairment test includes the determination of the fair value of a reporting unit, which requires management to use significant judgment and estimation. The significant estimation is primarily due to the judgmental nature of the inputs to the valuation models used to measure the fair value of the reporting units, as well as the sensitivity of the respective fair values to the underlying significant assumptions. We typically use the income or market approach to measure the fair value of reporting units. The significant assumptions used to form the basis of the estimates include, among others, the selection of valuation methodologies, estimates of expected revenue, including revenue growth rates, and operating margins used to calculate projected future cash flows, risk-adjusted discount rates, and the selection of appropriate market comparable companies. Many of these significant assumptions are forward-looking and could be affected by future economic and market conditions. When a quantitative analysis is necessary, we engage the assistance of valuation specialists in concluding on fair value measurements in connection with determining the fair values of our reporting units.

If the fair value of the reporting unit exceeds its carrying amount, the goodwill of the reporting unit is not considered impaired. If the carrying amount of the reporting unit exceeds its fair value, we would recognize a goodwill impairment charge for the amount by which the carrying amount exceeds the reporting unit’s fair value.

Stock-based compensation

Stock-based awards, including stock options, restricted stock units (RSUs), performance-based restricted stock units (PRSUs), and restricted shares are measured and recognized in the consolidated financial statements based on the fair value of the award on the grant date or, when applicable, the modification date. The grant date fair value of our stock-based awards is typically determined using the market closing price of our common stock on the date of grant; however, we also consider whether any adjustments are required when the market closing price does not reflect certain material non-public information that we know but is unavailable to marketplace participants on the date of grant. The expense is recognized straight-line over the vesting period for awards with a service condition. The accelerated attribution method is used for PRSUs.

We record forfeitures of stock-based awards as the actual forfeitures occur. For awards subject to performance conditions, we record expense when the performance condition becomes probable. Each reporting period, we evaluate the probability of achieving the performance criteria, estimate the number of shares that are expected to vest, and adjust the related compensation expense accordingly.

Stock-based compensation expense related to purchase rights issued under the 2019 Health Catalyst Employee Stock Purchase Plan (ESPP) is based on the Black-Scholes option-pricing model fair value of the estimated number of awards as of the beginning of the offering period. Stock-based compensation expense is recognized using the straight-line method over the offering period.

The measurement date for non-employee awards is the date of grant. The compensation expense for non-employees is recognized, without changes in the fair value of the award, in the same period and in the same manner as though we had paid cash for the services, which is typically the vesting period of the respective award.

We will continue to use judgment in evaluating the assumptions related to our stock-based compensation on a prospective basis. As we continue to accumulate additional data related to our common stock, we may have refinements to our estimates, which could materially impact our future stock-based compensation expense.

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Restructuring costs

We define restructuring costs as expenses directly associated with restructuring activities. Such costs include severance and related tax and benefit expenses from workforce reductions, impairment of discontinued capitalized software projects, and other miscellaneous charges. In general, we record team member-related severance costs when there is a substantive plan in place and the related costs are probable and estimable. For one-time termination benefits for team members (i.e., no substantive plan or future service requirement), the cost is recorded when the team members are entitled to receive such benefits and the amount can be reasonably estimated.

Recent Accounting Pronouncements

See “Description of Business and Summary of Significant Accounting Policies” in Note 1 to our audited consolidated financial statements included within Item 8 in this Annual Report on Form 10-K for more information.

FY 2021 10-K MD&A

SEC filing source: 0001636422-22-000011.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Confidence: high. Filing date: 2022-03-01. Report date: 2021-12-31.

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations

The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our consolidated financial statements, the accompanying notes, and other financial information included elsewhere in this Annual Report on Form 10-K. This discussion contains forward-looking statements that involve risks, uncertainties, and assumptions. Our actual results could differ materially from those forward-looking statements below. Factors that could cause or contribute to those differences include, but are not limited to, those identified below and those discussed in the sections titled “Risk Factors” and "Special Note Regarding Forward-Looking Statements" included elsewhere in this Annual Report on Form 10-K.

A discussion regarding our financial condition and results of operations for the year ended December 31, 2021 compared to the year ended December 31, 2020 is presented below. A discussion regarding our financial condition and results of operations for the year ended December 31, 2020 compared to the year ended December 31, 2019 is included under “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in our prior year Form 10-K filed on February 25, 2021.

Overview

We are a leading provider of data and analytics technology and services to healthcare organizations. Our Solution comprises a cloud-based data platform, analytics software, and professional services expertise. Our customers, which are primarily healthcare providers, use our Solution to manage their data, derive analytical insights to operate their organization, and produce measurable clinical, financial, and operational improvements. We envision a future where all healthcare decisions are data-informed.

Health Catalyst was founded in 2008 by healthcare analytics industry pioneers. Our founders and team developed the initial version of our Solution, consisting of an early version of our data platform, select analytics accelerators, and professional services expertise. From the beginning, our Solution has been focused on enabling our mission: to be the catalyst for massive, measurable, data-informed healthcare improvement. We currently employ more than 1,200 team members.

Highlights from the years ended December 31, 2021, 2020, and 2019 include:

•For the years ended December 31, 2021, 2020, and 2019, our total revenue was $241.9 million, $188.8 million, and $154.9 million, respectively. The growth in revenue was primarily due to revenue from new customers, including customers of our recent acquired entities, and existing customers paying higher technology access fees from contractual, annual escalators.

•For the years ended December 31, 2021, 2020, and 2019, we incurred net losses of $153.2 million, $115.0 million, and $60.1 million, respectively.

•For the years ended December 31, 2021, 2020, and 2019, our Adjusted EBITDA was $(11.2) million, $(21.3) million, and $(27.4) million, respectively.

See “Reconciliation of Non-GAAP Financial Measures” below for more information about this financial measure, including the limitations of such measure and a reconciliation to the most directly comparable measure calculated in accordance with GAAP. See “Key Factors Affecting Our Performance” for more information about important opportunities and challenges related to our business.

In August 2021, we completed an underwritten public offering of 4,882,075 shares (inclusive of the underwriters’ over-allotment option to purchase 636,792 shares) of our common stock at $53.00 per share. We received net proceeds of $245.2 million, after deducting the underwriting discounts and commissions and other offering costs.

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COVID-19 Impact

The COVID-19 pandemic and the related adverse public health developments, have adversely affected workforces, organizations, governments, customers, economies, and financial markets globally. It has also disrupted the normal operations of many businesses, including ours. COVID-19 has disrupted and we believe will continue to disrupt the normal operations of our customers, which are primarily healthcare providers. Given the unknown timeline and the near-term uncertainty of COVID-19 on our business, there continues to be uncertainty as to the extent to which the global COVID-19 pandemic may adversely impact our business operations, financial performance, and results of operations at this time. We believe that the ongoing waves of COVID-19, especially in light of the Delta and Omicron variants, coupled with the potential for new variants and vaccination rates in certain areas of the country, likely indicate that our country and national healthcare system will be under some amount of continued operational and budgetary strain over the coming months. Nevertheless, we continue to be encouraged as we witness meaningful evidence that the healthcare provider ecosystem is much better equipped and prepared to respond to the ongoing pandemic, including through treatment efficacy, supply chain logistics, capacity planning, and broader operational optimization.

We benefit from a highly recurring revenue model in which greater than 90% of our revenue is recurring in nature. As such, we expect that the near-term impact of COVID-19 on our total revenue will be relatively muted, as evidenced by our revenue performance for the years ended December 31, 2021 and 2020. Additionally, we benefit from a high level of technology revenue predictability, especially our DOS subscription customers whose contracts typically have built-in, contractual technology revenue escalators. We also have developed a number of technology and services solutions designed specifically to support healthcare providers during the COVID-19 pandemic. Importantly, since the onset of the COVID-19 pandemic, our customers’ overall usage of our data platform has increased meaningfully. Given these factors, our technology dollar-based retention has not been impacted as a result of COVID-19 and we would anticipate similar dynamics moving forward.

As we get through the COVID-19 pandemic and healthcare organizations' operations begin to normalize, we continue to be optimistic that the pandemic will serve as an overall medium-to-long term tailwind in the industry’s adoption of data and analytics. At the health system level, we are seeing meaningful evidence that COVID-19 is highlighting the need for a commercial-grade data and analytics solution to replace patchwork homegrown systems. Likewise, we have seen current and prospective customer interest strengthening in areas including revenue and cost optimization analytics and value-based care analytics, for which we think our technology and professional services offerings are well suited.

Our Business Model

We offer our Solution to a variety of healthcare organizations, primarily in the United States, including academic medical centers, integrated delivery networks, community hospitals, large physician practices, ACOs, health information exchanges, health insurers, and other risk-bearing entities. We categorize our customer count into two primary categories: DOS Subscription Customers and Other Customers. DOS Subscription Customers are defined as customers who directly or indirectly access our DOS platform via a technology subscription contract. Other customers generally include DOS non-subscription customers and other customers from historical acquisitions. As of December 31, 2021, 2020, and 2019, we had 90, 74, and 65 DOS Subscription Customers with active subscriptions, respectively. As of December 31, 2021, we served over 350 Other Customers compared to 300 as of December 31, 2020. The increase in Other Customers from 2020 to 2021 was primarily due to our acquisition of Twistle and new Vitalware customers.

We derive substantially all of our revenue through subscriptions for use of our technology and professional services on a recurring basis. In 2021, greater than 90% of our total revenue was recurring in nature. Customers pay for our technology primarily on a subscription basis for our entire technology suite or for pieces of our technology (e.g., DOS-only). We generally provide access to our technology and deliver professional services to customers on a recurring basis, with our technology invoiced upfront annually or quarterly and our professional services invoiced monthly. Most of our technology and professional services contracts with DOS subscription customers have up to a three-year term, of which the vast majority are terminable after one year upon 90 days' notice. As we increase the use cases we address at a given customer, we have the opportunity to upsell incremental technology and services. We have demonstrated an ability to upsell technology and services to our customer base over time as evidenced by a Dollar-based Retention Rate of 112%, 102%, and 109% for the years ended December 31, 2021, 2020, and 2019, respectively.

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The primary costs incurred to deliver our technology are hosting fees and headcount-related costs associated with our cloud services and support teams. Hosting fees are related to providing our technology through a cloud-based environment hosted primarily by Microsoft Azure. However, we also have deployed DOS on-premise to a small number of customers. Over time, we plan to migrate our on-premise and private data center customers to Azure-hosted environments, increasing our technology cost of revenue. We have experienced and expect to continue to experience operational inefficiencies associated with managing multiple hosting providers, resulting in a headwind against Adjusted Technology Gross Margin. The primary costs incurred to deliver our professional services are the salaries, benefits, and other headcount-related costs of our team members.

We delineate our sales organization by new customer acquisition and existing customer retention and expansion. Selling efforts to new customers vary. Many of our new customers engage with us broadly for multiple use cases, requiring buy-in during the sales cycle across the C-suite. Alternatively, in some instances, we engage with a customer in a single-use case. After we demonstrate measurable improvements, we work with our customers to expand the utilization of our Solution to other use cases or enterprise-wide. The average sales cycle for a new DOS subscription customer is estimated to be approximately one year, and that timeline can vary materially. Because of our vertical focus on the healthcare industry, we believe our sales and marketing resources can be deployed more efficiently than at horizontally-focused companies that provide technology and services to multiple industries. Over the past few years, we have invested in growth infrastructure by adding to our sales operations and marketing teams, which are built to help us scale over the long term.

We have demonstrated a consistent track record of innovation through research and development over time as evidenced by our new product features and new product offerings. This innovation is driven by feedback we glean from our customers, professional services teams, and the market generally. Our investments in product development have been focused on increasing the capabilities of our Solution and expanding the number of use cases we address for our customers.

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Key Business Metrics

We regularly review a number of metrics, including the following key financial metrics, to manage our business and evaluate our operating performance compared to that of other companies in our industry:

Year Ended December 31,
202120202019
(in thousands, except percentages)
Total revenue$241,926$188,845$154,941
Adjusted Technology Gross Profit102,32675,66656,378
Adjusted Technology Gross Margin69%68%67%
Adjusted Professional Services Gross Profit$25,544$19,358$24,494
Adjusted Professional Services Gross Margin27%25%35%
Total Adjusted Gross Profit$127,870$95,024$80,872
Total Adjusted Gross Margin53%50%52%
Adjusted EBITDA$(11,248)$(21,287)$(27,363)

We monitor the key metrics set forth in the preceding table to help us evaluate trends, establish budgets, measure the effectiveness and efficiency of our operations, and determine team member incentives. We discuss Adjusted Gross Profit, Adjusted Gross Margin, and Adjusted EBITDA in more detail below.

Adjusted gross profit and adjusted gross margin

Adjusted Gross Profit is a non-GAAP financial measure that we define as revenue less cost of revenue, excluding depreciation and amortization, stock-based compensation, and acquisition-related costs, net, as applicable. We define Adjusted Gross Margin as our Adjusted Gross Profit divided by our revenue. We believe Adjusted Gross Profit and Adjusted Gross Margin are useful to investors as they eliminate the impact of certain non-cash expenses and allow a direct comparison of these measures between periods without the impact of non-cash expenses and certain other non-recurring operating expenses. We present both of these measures for our technology and professional services business. We believe these non-GAAP measures are useful in evaluating our operating performance compared to that of other companies in our industry, as these measures generally eliminate the effects of certain items that may vary from company to company for reasons unrelated to overall profitability.

See above for information regarding the limitations of using our Adjusted Gross Profit and Adjusted Gross Margin as financial measures and for a reconciliation of revenue to our Adjusted Gross Profit, the most directly comparable financial measure calculated in accordance with GAAP.

Adjusted EBITDA

Adjusted EBITDA is a non-GAAP financial measure that we define as net loss adjusted for interest and other expense, net, loss on debt extinguishment, income tax provision (benefit), depreciation and amortization, stock-based compensation, acquisition-related costs, net, and non-recurring lease-related charges. We believe Adjusted EBITDA provides investors with useful information on period-to-period performance as evaluated by management and comparison with our past financial performance. We believe Adjusted EBITDA is useful in evaluating our operating performance compared to that of other companies in our industry, as this metric generally eliminates the effects of certain items that may vary from company to company for reasons unrelated to overall operating performance.

See “Reconciliation of Non-GAAP Financial Measures” below for information regarding the limitations of using our Adjusted EBITDA as a financial measure and for a reconciliation of our net loss to Adjusted EBITDA, the most directly comparable financial measure calculated in accordance with GAAP.

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Other Key Metrics

We also regularly monitor and review the number of DOS Subscription Customers and Dollar-based Retention Rate as shown in the following tables:

As of December 31,
202120202019
DOS Subscription Customers907465

DOS subscription customers

Since 2016, our primary contracting model is a subscription-based contract to our DOS platform, analytics applications, and professional services. Given how fundamental DOS is to our Solution and because the vast majority of our total revenue is derived from DOS Subscription Customers, we believe our DOS Subscription Customer count is the best representation of our market penetration and the growth of our business.

Year Ended December 31,
202120202019
Dollar-based Retention Rate112%102%109%

Dollar-based Retention Rate

We calculate our Dollar-based Retention Rate as of a period end by starting with the sum of the Annual Recurring Revenue (ARR) from customers as of the date 12 months prior to such period end (prior period ARR). We then calculate the sum of the ARR from these same customers as of the current period end (current period ARR). Current period ARR includes any upsells and also reflects contraction or attrition over the trailing twelve months but excludes revenue from new customers added in the current period. We then divide the current period ARR by the prior period ARR to arrive at our Dollar-based Retention Rate. We calculate ARR for each customer as the expected monthly recurring revenue of our customers as of the last day of a period multiplied by 12. Because our primary business model is to contract for our DOS platform, analytics applications, and professional services, acquired customers that have not subscribed to DOS, including legacy Medicity, Able Health, Healthfinch, Vitalware, and Twistle, are not included in the Dollar-based Retention Rate metrics.

Given our high level of technology revenue predictability, we would anticipate minimal impact on our technology Dollar-based retention as a result of COVID-19. As noted, our Dollar-based Retention Rate Key Metric excludes customers who are not DOS Subscription Customers, including customers added through acquisition, as the go-forward technology revenue growth profiles of these businesses may vary from our core DOS Subscription Customers. Specifically, Medicity customers have generated a lower Dollar-based Retention Rate than DOS Subscription Customers and we expect flat to declining revenue from Medicity customers in the foreseeable future.

The financial strain imposed by COVID-19 on a number of our customers led to a meaningfully lower professional services dollar-based retention in 2020 due to discounts provided to support our customers through the financial strain related to the initial outbreak. We did not provide similar discounts during 2021 and saw improvement in professional services dollar-based retention compared to 2020. Given that our customer base will be under some amount of continued pandemic-related financial and operational uncertainty over the coming months and the nature of our contract structure for professional services, we anticipate that there will be more variation to our professional services dollar-based retention in the near-term. While the vast majority of our professional services revenue are recurring in nature, we also provide customers with an option to engage with us for non-recurring, project-based professional services fees. These non-recurring, project-based fees are less predictable than our recurring services and can drive fluctuations in quarterly professional services revenues and in prior period comparisons.

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Reconciliation of Non-GAAP Financial Measures

In addition to our results determined in accordance with GAAP, we believe the following non-GAAP measures are useful in evaluating our operating performance. We use the following non-GAAP financial information to evaluate our ongoing operations, as a component in determining employee bonus compensation, and for internal planning and forecasting purposes. We believe that non-GAAP financial information, when taken collectively, may be helpful to investors because it provides consistency and comparability with past financial performance. However, non-GAAP financial information is presented for supplemental informational purposes only, has limitations as an analytical tool and should not be considered in isolation or as a substitute for financial information presented in accordance with GAAP. In addition, other companies, including companies in our industry, may calculate similarly-titled non-GAAP measures differently or may use other measures to evaluate their performance, all of which could reduce the usefulness of our non-GAAP financial measures as tools for comparison. A reconciliation is provided below for each non-GAAP financial measure to the most directly comparable financial measure stated in accordance with GAAP. Investors are encouraged to review the related GAAP financial measures and the reconciliation of these non-GAAP financial measures to their most directly comparable GAAP financial measures, and not to rely on any single financial measure to evaluate our business.

Adjusted gross profit and adjusted gross margin

Adjusted Gross Profit is a non-GAAP financial measure that we define as revenue less cost of revenue, excluding depreciation and amortization, stock-based compensation, and acquisition-related costs, net, as applicable. We define Adjusted Gross Margin as our Adjusted Gross Profit divided by our revenue. We believe Adjusted Gross Profit and Adjusted Gross Margin are useful to investors as they eliminate the impact of certain non-cash expenses and allow a direct comparison of these measures between periods without the impact of non-cash expenses and certain other non-recurring operating expenses. We present both of these measures for our technology and professional services business. We believe these non-GAAP measures are useful in evaluating our operating performance compared to that of other companies in our industry, as these metrics generally eliminate the effects of certain items that may vary from company to company for reasons unrelated to overall profitability.

The following is a reconciliation of revenue to our Adjusted Gross Profit and Adjusted Gross Margin in total and for technology and professional services for the years ended December 31, 2021, 2020, and 2019:

Year Ended December 31, 2021
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$147,718$94,208$241,926
Cost of revenue, excluding depreciation and amortization(47,516)(76,838)(124,354)
Gross profit, excluding depreciation and amortization100,20217,370117,572
Add:
Stock-based compensation2,0638,04710,110
Acquisition-related costs, net(1)61127188
Adjusted Gross Profit$102,326$25,544$127,870
Gross margin, excluding depreciation and amortization68%18%49%
Adjusted Gross Margin69%27%53%

__________________

(1) Acquisition-related costs, net includes deferred retention expenses following the acquisition of Twistle.

Year Ended December 31, 2020
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$110,467$78,378$188,845
Cost of revenue, excluding depreciation and amortization(35,604)(62,473)(98,077)
Gross profit, excluding depreciation and amortization74,86315,90590,768
Add:
Stock-based compensation8033,4534,256
Adjusted Gross Profit$75,666$19,358$95,024
Gross margin, excluding depreciation and amortization68%20%48%
Adjusted Gross Margin68%25%50%
Year Ended December 31, 2019
(in thousands, except percentages)
TechnologyProfessionalServicesTotal
Revenue$83,975$70,966$154,941
Cost of revenue, excluding depreciation and amortization(27,797)(47,548)(75,345)
Gross profit, excluding depreciation and amortization56,17823,41879,596
Add:
Stock-based compensation2009681,168
Acquisition-related costs, net(1)108108
Adjusted Gross Profit56,37824,49480,872
Gross margin, excluding depreciation and amortization67%33%51%
Adjusted Gross Margin67%35%52%

__________________

(1)Acquisition-related costs, net includes post-acquisition restructuring costs following the acquisition of Medicity.

Adjusted Technology Gross Margin increased slightly from 68% for the year ended December 31, 2020 to 69% for the year ended December 31, 2021. This year-over-year performance was mainly driven by existing customers paying higher technology access fees from contractual, built-in escalators, without the corresponding increase in hosting costs, offset partially by headwinds due to the continued costs associated with transitioning a portion of our customer base to Azure hosted environments. We expect Adjusted Technology Gross Margin to fluctuate and potentially decline in the near term, primarily due to additional costs associated with the ongoing transition of a small number of customers from on-premise and our managed data centers to third-party hosted data centers with Microsoft Azure.

Adjusted Professional Services Gross Margin increased from 25% for the year ended December 31, 2020 to 27% for the year ended December 31, 2021, due primarily to the impact of prior year professional services discounts provided to support our customers through the financial strain they experienced related to COVID-19, greater non-recurring and project-based revenue, and a shift in the mix of professional services delivered. Our professional services are comprised of data and analytics services, domain expertise services, outsourcing services, and implementation services. The majority of our professional services revenue is generated from data and analytic services and domain expertise services, which are the highest gross margin professional services we provide. The delivery mix among all of our services in a given period can lead to fluctuations in our Adjusted Professional Services Gross Margin. Adjusted Professional Services Gross Margin may fluctuate on a quarterly basis due to changes in the mix of services we provide and the amount of operational overhead required to deliver our services.

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Adjusted EBITDA

Adjusted EBITDA is a non-GAAP financial measure that we define as net loss adjusted for interest and other expense, net, loss on extinguishment of debt, income tax provision (benefit), depreciation and amortization, stock-based compensation, acquisition-related costs, net, and non-recurring lease-related charges. We believe Adjusted EBITDA is useful in evaluating our operating performance compared to that of other companies in our industry, as this metric generally eliminates the effects of certain items that may vary from company to company for reasons unrelated to overall operating performance.

The following is a reconciliation of our net loss to Adjusted EBITDA for the years ended December 31, 2021, 2020, and 2019:

Year Ended December 31,
202120202019
(in thousands)
Net loss$(153,210)$(115,017)$(60,096)
Add:
Interest and other expense, net16,45811,5723,419
Loss on extinguishment of debt8,5141,670
Income tax provision (benefit)(6,898)(1,194)142
Depreciation and amortization37,52818,7259,212
Stock-based compensation65,14537,95717,844
Acquisition-related costs, net(1)27,92916,758446
Non-recurring lease-related charges(2)1,8001,398
Adjusted EBITDA$(11,248)$(21,287)$(27,363)

__________________

(1)Acquisition-related costs, net includes third party fees associated with due diligence, deferred retention expenses, post-acquisition restructuring costs incurred as part of business combinations, and changes in fair value of contingent consideration liabilities for potential earn-out payments. For additional details refer to Note 2 in our consolidated financial statements.

(2)Non-recurring lease-related charges includes the lease-related impairment charge for the subleased portion of our corporate headquarters and duplicate rent expense incurred during the relocation of our corporate headquarters. For additional details refer to Note 9 in our consolidated financial statements.

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Key Factors Affecting Our Performance

We believe that our future growth, success, and performance are dependent on many factors, including those set forth below. While these factors present significant opportunities for us, they also represent the challenges that we must successfully address in order to grow our business and improve our results of operations

•Impact of COVID-19 pandemic. The COVID-19 pandemic has adversely affected workforces, organizations, governments, customers, economies, and financial markets globally, leading to an economic downturn and increased market volatility. It has also disrupted the normal operations of many businesses, including ours. The ongoing waves of COVID-19, especially in light of the Delta and Omicron variants, as well as intensified measures undertaken to contain the spread of COVID-19, could continue to decrease healthcare industry spending, adversely affect demand for our technology and services, cause one or more of our customers to file for bankruptcy protection or go out of business, cause one or more of our customers to fail to renew, terminate, or renegotiate their contracts, affect the ability of our sales team to travel to potential customers and the ability of our professional services teams to conduct in-person services and trainings, impact expected spending from new customers, negatively impact collections of accounts receivable, and harm our business, results of operations, and financial condition. It is not possible for us to predict the duration or magnitude of the adverse results of the outbreak and its effects on our business, results of operations, or financial condition at this time.

•Add new customers. We believe our ability to increase our customer base will enable us to drive growth. Our potential customer base is generally in the early stages of data and analytics adoption and maturity. We expect to further penetrate the market over time as potential customers invest in commercial data and analytics solutions. As one of the first data platform and analytics vendors focused specifically on healthcare organizations, we have an early-mover advantage and strong brand awareness. Our customers are large, complex organizations who typically have long procurement cycles which may lead to declines in the pace of our new customer additions.

•Leverage recent product and services offerings to drive expansion. We believe that our ability to expand within our customer base will enable us to drive growth. Over the last few years, we have developed and deployed several new analytics applications including PowerCosting (formerly known as CORUS), PowerLabor, Touchstone, Patient Safety Monitor, Pop Analyzer (formerly known as Population Builder), and others. Because we are in the early stages of certain of our applications’ lifecycles and maturity, we do not have enough information to know the impact on revenue growth by upselling these applications and associated services to current and new customers.

•Impact of acquisitions. We have acquired multiple companies over the last few years, including Medicity in June 2018, Able Health in February 2020, Healthfinch in July 2020, Vitalware in September 2020, and Twistle in July 2021. The historical and go-forward revenue growth profiles of these businesses may vary from our core DOS Subscription Customers, thus impacting our overall growth rate. Specifically, Medicity customers have generated a lower Dollar-based Retention Rate than DOS Subscription Customers and we expect declining revenue from Medicity customers in the foreseeable future. If our cross-sell efforts and technology integration strategies are successful related to the recent acquisitions, this could offset revenue declines from Medicity customers. As we integrate the teams acquired via our recent acquisitions, we have also incurred integration-related costs and duplicative costs that could impact our operating cost profile in the near-term.

•Changing revenue mix. Our technology and professional services offerings have materially different gross margin profiles. While our professional services offerings help our customers achieve measurable improvements and make them stickier, they have lower gross margins than our technology revenue. In 2021, our technology revenue and professional services revenue represented 61% and 39% of total revenue, respectively. Changes in our revenue mix between the two offerings would impact future Total Adjusted Gross Margin. Furthermore, changes within the types of professional services we offer over time can have a material impact on our Adjusted Professional Services Gross Margin, impacting our future Total Adjusted Gross Margin. See “Reconciliation of Non-GAAP Financial Measures” above for more information.

•Transitions to Microsoft Azure as DOS hosting provider. We incur hosting fees related to providing DOS through a cloud-based environment hosted by Microsoft Azure. We maintain a small number of customers that have deployed DOS on-premise. We are in the process of migrating customers who deployed DOS on-premise to Azure-hosted environments. The Azure cloud provides customers with more advanced DOS product functionality and a more seamless customer experience; however, hosting customers in Azure is more costly than on-premise deployments on a per-customer basis. This transition has resulted in higher cost of technology revenue and a reduced Adjusted Technology Gross Margin.

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Recent Acquisitions

Twistle, Inc.

On July 1, 2021, we acquired Twistle Inc. (Twistle), a healthcare patient engagement SaaS technology company that automates patient-centered communication between care teams and patients to transform the patient experience, drive better care outcomes, and reduce healthcare costs. We anticipate that Twistle’s leading clinical workflow and patient engagement platform, paired with the Health Catalyst population health offering, will enable a comprehensive go-to-market solution to address the population health needs of healthcare and life science organizations. The acquisition consideration transferred was $91.9 million, consisting of net cash consideration of $46.7 million, Health Catalyst common shares with a fair value of $43.1 million, and contingent consideration based on certain earn-out performance targets for Twistle during an earn-out period that ends on June 30, 2022, which had an initial estimated fair value of $2.1 million.

Vitalware, LLC

On September 1, 2020, we acquired Vitalware, LLC (Vitalware), a provider of revenue workflow optimization and analytics SaaS technology solutions to healthcare organizations, in a transaction accounted for as a business combination. Vitalware’s flagship offering is a chargemaster management solution that delivers analytics for the complex regulatory and compliance functions needed by healthcare provider systems. Additionally, Vitalware brings to bear newer product suites to help health systems capture lost revenue and to support compliance with expanding pricing transparency regulation. The acquisition consideration transferred was $119.2 million and was comprised of net cash consideration of $69.6 million, Health Catalyst common shares with a fair value of $41.3 million, and contingent consideration based on certain earn-out performance targets for Vitalware during an earn-out period that ended on March 31, 2021. The purchase resulted in Health Catalyst acquiring 100% ownership in Vitalware. The earn-out contingent consideration liability was settled during the second quarter of 2021.

Healthfinch, Inc.

On July 31, 2020, we acquired Healthfinch, Inc. (Healthfinch), which provides a workflow integration engine delivering insights and analytics into EMR workflows to automate physicians’ ability to close patient care gaps in real-time, in a transaction accounted for as a business combination. We believe this acquisition will strengthen our existing population health capabilities. The acquisition consideration transferred was $50.5 million and was comprised of net cash consideration of $16.9 million, Health Catalyst common shares with a fair value of $27.8 million, and contingent consideration based on certain earn-out performance targets for Healthfinch during an earn-out period that ended on July 31, 2021. The purchase resulted in Health Catalyst acquiring 100% ownership in Healthfinch. Approximately half of the earn-out was settled during the third quarter of 2021 and the remaining amount is expected to be settled during the first quarter of 2022.

Able Health, Inc.

On February 21, 2020, we acquired Able Health, Inc. (Able Health), a leading software-as-a-service provider of quality and regulatory measurement tracking and reporting to healthcare providers and risk-bearing entities, in a transaction accounted for as a business combination. We believe this acquisition will strengthen Health Catalyst’s Quality and Regulatory Measures capabilities. The acquisition consideration transferred was $21.5 million and was comprised of net cash consideration of $15.2 million, Health Catalyst common shares with a fair value of $3.3 million, and contingent consideration based on achievement of Able Health specified incremental customer billings for the year ended December 31, 2020. The purchase resulted in Health Catalyst acquiring 100% ownership in Able Health. The earn-out contingent consideration liability was settled during the first quarter of 2021.

Components of Our Results of Operations

Revenue

We derive our revenue from sales of technology and professional services. For the years ended December 31, 2021, 2020, and 2019, technology revenue represented 61%, 58%, and 54% of total revenue, respectively, and professional services revenue represented 39%, 42%, and 46% of total revenue, respectively.

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Technology revenue.    Technology revenue primarily consists of subscription fees charged to customers for access to use our data platform and analytics applications. We provide customers access to our technology through either an all-access or limited-access, modular subscription. Most of our subscription contracts are cloud-based and have up to a three-year term, of which the majority are terminable after one year upon 90 days' notice. The vast majority of our DOS subscription contracts have built-in annual escalators for technology access fees. Also included in technology revenue is the maintenance and support we provide, which generally includes updates and support services.

Professional services revenue.  Professional services revenue primarily includes analytics services, domain expertise services, outsourcing services, and implementation services. Professional services arrangements typically include a fee for making full-time equivalent (FTE) services available to our customers on a monthly basis. FTE services generally consist of a blend of analytic engineers, analysts, and data scientists based on the domain expertise needed to best serve our customers.

Deferred revenue

Deferred revenue consists of customer billings in advance of revenue being recognized from our technology and professional services arrangements. We primarily invoice our customers for technology arrangements annually or quarterly in advance. Amounts anticipated to be recognized within one year of the balance sheet date are recorded as deferred revenue and the remaining portion is recorded as deferred revenue, net of current portion on the consolidated balance sheets.

Cost of revenue, excluding depreciation and amortization

Cost of technology revenue.    Cost of technology revenue primarily consists of costs associated with hosting and supporting our technology, including third-party cloud computing and hosting costs, contractor costs, and salary and related personnel costs for our cloud services and support teams.

Although we expect cost of technology revenue to increase in absolute dollars as we increase headcount, cloud computing, and hosting costs to accommodate growth, and as we continue to transition customers to third-party hosted data centers with Microsoft Azure, we anticipate cost of technology revenue as a percentage of technology revenue will generally decrease over the long term. We expect cost of technology revenue as a percentage of technology revenue to fluctuate and potentially increase in the near term, primarily due to additional costs associated with transitioning a small number of customers from on-premise and our managed data centers to Microsoft Azure.

Cost of professional services revenue.    Cost of professional services revenue consists primarily of costs related to delivering our team’s expertise in analytics, strategic advisory, improvement, and implementation services. These costs primarily include salary and related personnel costs, travel-related costs, and outside contractor costs. We expect cost of professional services revenue to increase in absolute dollars as we increase headcount to accommodate growth.

Operating expense

Sales and marketing.    Sales and marketing expenses primarily include salary and related personnel costs for our sales, marketing, and account management teams, lead generation, marketing events, including our Healthcare Analytics Summit (HAS), marketing programs, and outside contractor costs associated with the sale and marketing of our offerings.

We plan to continue to invest in sales and marketing to grow our customer base, expand in new markets, and increase our brand awareness. The trend and timing of sales and marketing expenses will depend in part on the timing of our expansion into new markets and marketing campaigns. We expect that sales and marketing expenses will increase in absolute dollars in future periods, but decrease as a percentage of our revenue over the long term. Our sales and marketing expenses may fluctuate as a percentage of our revenue from period to period due to the timing and extent of these expenses.

Research and development.    Research and development expenses primarily include salary and related personnel costs for our data platform and analytics applications teams, subscriptions, and outside contractor costs associated with the development of products. We have developed an open, flexible, and scalable data platform. We plan to continue to invest in research and development to develop new solutions and enhance our applications library.

We expect that research and development expenses will increase in absolute dollars in future periods, but decrease as a percentage of our revenue over the long term. Our research and development expenses may fluctuate as a percentage of our revenue from period to period due to the nature, timing, and extent of these expenses.

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General and administrative.    General and administrative expenses primarily include salary and related personnel costs for our legal, finance, people operations, IT, and other administrative teams, including certain executives. General and administrative expenses also include facilities, subscriptions, corporate insurance, outside legal, accounting, directors' fees, lease-related impairment charges, and the change in fair value of contingent consideration liabilities.

We expect our general and administrative expenses to increase in absolute dollars for the foreseeable future, but decrease as a percentage of our revenue over the long term. Our general and administrative expenses may fluctuate as a percentage of our revenue from period to period due to the timing and extent of these expenses.

Depreciation and amortization.    Depreciation and amortization expenses are primarily attributable to our capital investment and consist of fixed asset depreciation, amortization of intangibles considered to have definite lives, and amortization of capitalized internal-use software costs.

Interest and other expense, net

Interest and other expense, net primarily consists of interest expense partially offset by income from our investment holdings. Interest expense in the current year is primarily attributable to the Notes and in prior years was primarily attributable to our now extinguished term loan and imputed interest on acquisition-related consideration payable. It also includes the amortization of discounts on debt and amortization of deferred financing costs related to our various debt arrangements. The adoption of ASU 2020-06 during the first quarter of 2022 is expected to reduce our reported interest expense as it relates to our convertible senior notes.

Income tax provision (benefit)

Income tax provision (benefit) consists of U.S. federal, state, and foreign income taxes. Because of the uncertainty of the realization of the deferred tax assets, we have a full valuation allowance for our net deferred tax assets, including net operating loss carryforwards (NOLs) and tax credits related primarily to research and development.

As of December 31, 2021, we had federal and state NOLs of $580.0 million and $465.7 million, respectively, which will begin to expire for federal and state tax purposes in 2032 and 2023, respectively. Our existing NOLs may be subject to limitations arising from ownership changes and, if we undergo an ownership change in the future, our ability to utilize our NOLs and tax credits could be further limited by Sections 382 and 383 of the Code. Future changes in our stock ownership, many of which are outside of our control, could result in an ownership change under Sections 382 and 383 of the Code. Our NOLs and tax credits may also be limited under similar provisions of state law.

On March 27, 2020, the Coronavirus Aid, Relief and Economic Security (CARES) Act was enacted and signed into U.S. law to provide economic relief to individuals and businesses facing economic hardship as a result of the COVID-19 pandemic. On March 11, 2021, the American Rescue Plan Act of 2021 (ARPA) was enacted and signed into U.S. law to provide additional economic stimulus and tax credits. Changes in tax laws or rates are accounted for in the period of enactment. The income tax provisions of the CARES Act and ARPA do not have a significant impact on our current taxes, deferred taxes, or uncertain tax positions. The CARES Act also provided for the deferral of an employer’s portion of social security payroll taxes for the remainder of 2020. We began deferring the social security payroll tax match in April 2020 and fully paid all related deferred payroll taxes in December 2021.

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Results of Operations

The following tables set forth our consolidated results of operations data and such data as a percentage of total revenue for each of the periods indicated:

Year Ended December 31,
202120202019
(in thousands)
Revenue:
Technology$147,718$110,467$83,975
Professional services94,20878,37870,966
Total revenue241,926188,845154,941
Cost of revenue, excluding depreciation and amortization shown below:
Technology(1)(2)47,51635,60427,797
Professional services(1)(2)76,83862,47347,548
Total cost of revenue, excluding depreciation and amortization124,35498,07775,345
Operating expenses:
Sales and marketing(1)(2)75,02755,41147,284
Research and development(1)(2)62,73353,51746,252
General and administrative(1)(2)(3)85,93459,24031,713
Depreciation and amortization37,52818,7259,212
Total operating expenses261,222186,893134,461
Loss from operations(143,650)(96,125)(54,865)
Loss on extinguishment of debt(8,514)(1,670)
Interest and other expense, net(16,458)(11,572)(3,419)
Loss before income taxes(160,108)(116,211)(59,954)
Income tax provision (benefit)(6,898)(1,194)142
Net loss$(153,210)$(115,017)$(60,096)

__________________

(1)Includes stock-based compensation expense, as follows:

Year Ended December 31,
202120202019
Stock-Based Compensation Expense:(in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology$2,063$803$200
Professional services8,0473,453968
Sales and marketing22,69813,0933,811
Research and development10,2138,0694,841
General and administrative22,12412,5398,024
Total$65,145$37,957$17,844

(2)Includes acquisition-related costs, net, as follows:

Year Ended December 31,
202120202019
Acquisition-related costs, net:(in thousands)
Cost of revenue, excluding depreciation and amortization:
Technology$61$$
Professional services127108
Sales and marketing592306
Research and development90132
General and administrative26,24816,758
Total$27,929$16,758$446

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(3)Includes non-recurring lease-related charges, as follows:

Year Ended December 31,
202120202019
Non-recurring lease-related charges:(in thousands)
General and administrative$1,800$1,398$
Year Ended December 31,
202120202019
Revenue:
Technology61%58%54%
Professional services394246
Total revenue100100100
Cost of revenue, excluding depreciation and amortization shown below:
Technology201918
Professional service323331
Total cost of revenue, excluding depreciation and amortization525249
Operating expenses:
Sales and marketing312931
Research and development262830
General and administrative363120
Depreciation and amortization16106
Total operating expenses1099887
Loss from operations(61)(50)(36)
Loss on extinguishment of debt(5)(1)
Interest and other expense, net(7)(6)(2)
Loss before income taxes(68)(61)(39)
Income tax provision (benefit)(3)(1)
Net loss(65)%(60)%(39)%

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Discussion of the Years Ended December 31, 2021 and 2020

Revenue

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
Revenue:
Technology$147,718$110,467$37,25134%
Professional services94,20878,37815,83020%
Total revenue$241,926$188,845$53,08128%
Percentage of revenue:
Technology61%58%
Professional services3942
Total100%100%

Total revenue was $241.9 million for the year ended December 31, 2021, compared to $188.8 million for the year ended December 31, 2020, an increase of $53.1 million, or 28%.

Technology revenue was $147.7 million, or 61% of total revenue, for the year ended December 31, 2021, compared to $110.5 million, or 58% of total revenue, for the year ended December 31, 2020. The revenue growth was primarily from new DOS Subscription Customers, acquired technology customers, and revenue from existing customers paying higher technology access fees from contractual, annual escalators, and new offerings of expanded support services.

Professional services revenue was $94.2 million, or 39% of total revenue, for the year ended December 31, 2021, compared to $78.4 million, or 42% of total revenue, for the year ended December 31, 2020. The professional services revenue growth is primarily due to implementation, analytics, outsourcing, and other improvement services being provided to new DOS Subscription Customers, greater non-recurring and project-based services, partially offset by lower professional services dollar-based retention achieved in 2020 relative to historical performance as a result of the COVID-19 pandemic.

Cost of revenue, excluding depreciation and amortization

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
Cost of revenue, excluding depreciation and amortization:
Technology$47,516$35,604$11,91233%
Professional services76,83862,47314,36523%
Total cost of revenue, excluding depreciation and amortization$124,354$98,077$26,27727%
Percentage of total revenue51%52%

Cost of technology revenue, excluding depreciation and amortization, was $47.5 million for the year ended December 31, 2021, compared to $35.6 million for the year ended December 31, 2020, an increase of $11.9 million, or 33%. The increase in cost of technology revenue was primarily due to $3.8 million in increased cloud computing and hosting costs largely from the recent acquisitions and the expanded use of Microsoft Azure to serve existing and new customers, $3.4 million of increased salary and related personnel costs from additional cloud services and support headcount, $2.4 million from increased dues and subscriptions, and $1.3 million of additional stock-based compensation.

Cost of professional services revenue was $76.8 million for the year ended December 31, 2021, compared to $62.5 million for the year ended December 31, 2020, an increase of $14.4 million, or 23%. This increase was primarily due to an $8.7 million increase in salary and related personnel costs from additional professional services headcount, a $4.6 million increase in stock-based compensation, and a $1.2 million increase in contractor and outside service fees.

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Operating Expenses

Sales and marketing

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
Sales and marketing$75,027$55,411$19,61635%
Percentage of total revenue31%29%

Sales and marketing expenses were $75.0 million for the year ended December 31, 2021, compared to $55.4 million for the year ended December 31, 2020, an increase of $19.6 million, or 35%. The increase was primarily due to additional stock-based compensation of $9.6 million and greater salary and related personnel costs from additional headcount of $8.8 million.

Sales and marketing expense as a percentage of total revenue increased from 29% in the year ended December 31, 2020 to 31% in the year ended December 31, 2021.

Research and development

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
Research and development$62,733$53,517$9,21617%
Percentage of total revenue26%28%

Research and development expenses were $62.7 million for the year ended December 31, 2021, compared to $53.5 million for the year ended December 31, 2020, an increase of $9.2 million, or 17%. The increase was primarily due to a $4.8 million increase in salary and related personnel costs from additional development team headcount, a $2.1 million increase in stock-based compensation, and a $2.2 million increase in contractor and outside service fees.

Research and development expense as a percentage of revenue decreased from 28% in the year ended December 31, 2020 to 26% in the year ended December 31, 2021.

General and administrative

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
General and administrative$85,934$59,240$26,69445%
Percentage of total revenue36%31%

General and administrative expenses were $85.9 million for the year ended December 31, 2021, compared to $59.2 million for the year ended December 31, 2020, an increase of $26.7 million, or 45%. The increase was primarily due to increases of $9.6 million in stock-based compensation, $8.6 million in change in fair value of contingent consideration liabilities, $6.3 million in salary and related personnel costs from additional headcount, $1.8 million in lease-related impairment charges, and $1.2 million in dues and subscriptions, which were partially offset by a decrease of $1.4 million in duplicate headquarter rent expense and $1.3 million in decreased acquisition-related transaction costs.

General and administrative expense as a percentage of revenue increased from 31% in the year ended December 31, 2020 to 36% in the year ended December 31, 2021.

Depreciation and amortization

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
Depreciation and amortization$37,528$18,725$18,803100%
Percentage of total revenue16%10%

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Depreciation and amortization expenses were $37.5 million for the year ended December 31, 2021, compared to $18.7 million for the year ended December 31, 2020, an increase of $18.8 million, or 100%. This increase was primarily due to the amortization of acquired intangible assets from our recent business acquisitions.

Depreciation and amortization expense as a percentage of revenue increased from 10% in the year ended December 31, 2020 to 16% in the year ended December 31, 2021.

Loss on extinguishment of debt

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
Loss on extinguishment of debt$$(8,514)$8,514n/m(1)

__________________

(1)Not meaningful.

On April 14, 2020, we used $57.0 million of proceeds from the Note Offering to prepay in full all outstanding indebtedness, including prepayment penalties, under the Credit Agreement and terminate the Credit Agreement. We recorded a loss on extinguishment of debt of approximately $8.5 million during the year ended December 31, 2020, including approximately $7.0 million of repayment fees and $1.5 million unamortized debt discounts and issuance costs related to the OrbiMed term loan.

Interest and other expense, net

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
Interest income$831$2,094$(1,263)(60)%
Interest expense(17,313)(13,716)(3,597)26%
Other income (expense)2450(26)(52)%
Total interest and other expense, net$(16,458)$(11,572)$(4,886)42%

Interest and other expense, net increased $4.9 million, or 42%, for the year ended December 31, 2021 compared to the year ended December 31, 2020. The change is primarily due to an increase in non-cash interest expense of $4.2 million from the amortization of debt issuance costs and discounts related to our Notes Offering that occurred in April 2020. There was also a decrease in interest income of $1.3 million primarily due to lower market interest rates.

Income tax provision (benefit)

Year Ended December 31,
20212020$ Change% Change
(in thousands, except percentages)
Income tax provision (benefit)$(6,898)$(1,194)$(5,704)n/m(1)

__________________

(1)Not meaningful.

Our income tax provision consists of current and deferred taxes for U.S. federal, state, and foreign income taxes. The income tax benefit of $6.9 million and $1.2 million recorded for the years ended December 31, 2021 and 2020, respectively, is primarily related to the discrete deferred tax benefits attributable to the release of a portion of the valuation allowance during the respective periods. The releases of valuation allowance are attributable to the acquisition of Twistle and Able Health, which resulted in deferred tax liabilities that, upon acquisition, allowed us to recognize certain deferred tax assets that had previously been offset by a valuation allowance.

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Liquidity and Capital Resources

As of December 31, 2021, we had cash, cash equivalents, and short-term investments of $445.0 million, which were held for working capital and other general corporate purposes, which may include acquisitions and strategic transactions. Our cash equivalents and short-term investments are comprised primarily of money market funds, U.S. treasury notes, commercial paper, corporate bonds, and asset-backed securities.

Since inception, we have financed our operations primarily from the proceeds we received through private sales of equity securities, payments received from customers under technology and professional services arrangements, borrowings under our loan and security agreements, our IPO, the Note Offering, and the Secondary Public Equity Offering. Our future capital requirements will depend on many factors, including our pace of new customer growth and expanded customer relationships, technology and professional services renewal activity, and the timing and extent of spend to support the expansion of sales, marketing, development, and acquisition-related activities. In the event that additional financing is required from outside sources, we may not be able to raise it on terms acceptable to us, or at all. If we are unable to raise additional capital when desired, our business, results of operations, and financial condition would be adversely affected.

We believe our existing cash, cash equivalents and marketable securities and amounts available under our credit facilities will be sufficient to meet our working capital and capital expenditure needs over at least the next 12 months, though we may require additional capital resources in the future.

Secondary Public Equity Offering

In August 2021, we completed an underwritten public offering of 4,882,075 shares (inclusive of the underwriters’ over-allotment option to purchase 636,792 shares) of our common stock at $53.00 per share. We received net proceeds of $245.2 million, after deducting the underwriting discounts and commissions and other offering costs.

The offering was made pursuant to an effective shelf registration statement (File No. 333-258625) filed with the Securities and Exchange Commission. We plan to use the proceeds for continuing operations and potential future acquisitions.

Convertible senior notes

On April 14, 2020, we issued $230.0 million in aggregate principal amount of 2.50% Convertible Senior Notes due 2025 (the Notes), pursuant to an Indenture dated April 14, 2020, with U.S. Bank National Association, as trustee, in a private offering to qualified institutional buyers. We received net proceeds from the sale of the Notes of $222.5 million, after deducting the initial purchasers’ discounts and offering expenses payable by us.

Capped Calls

On April 8, 2020, concurrently with the pricing of the Notes, we entered into privately negotiated capped call transactions (the Base Capped Calls) with certain financial institutions, or option counterparties. In addition, in connection with the initial purchasers’ exercise in full of their option to purchase additional Notes, on April 9, 2020, we entered into additional capped call transactions (the Additional Capped Calls, and, together with the Base Capped Calls, the Capped Calls) with each of the option counterparties. We used approximately $21.6 million of the net proceeds from the Note Offering to pay the option premium cost of the Capped Calls. The Capped Calls have initial cap prices of $42.00 per share, subject to certain adjustments. The Capped Calls are expected generally to reduce the potential dilution to our common stock upon any conversion of Notes and/or offset any cash payments we are required to make in excess of the principal amount of converted Notes, as the case may be, with such reduction and/or offset subject to the cap price.

Refer to Note 10 of our consolidated financial statements for additional details regarding the private offering of the Notes and the Capped Calls.

Initial public offering

On July 29, 2019, we closed our IPO in which we issued and sold 8,050,000 shares (inclusive of the underwriters’ over-allotment option to purchase 1,050,000 shares, which was exercised on July 25, 2019) of common stock at $26.00 per share. We received net proceeds of $194.6 million after deducting underwriting discounts and commissions and before deducting offering costs of $4.6 million.

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OrbiMed financings

On February 6, 2019, we entered into the Credit Agreement with OrbiMed that established a senior term loan facility of up to $80.0 million under certain conditions. The contractual interest rate is the higher of LIBOR plus 7.5% and 10.0%. On February 6, 2019, we borrowed $50.0 million under the Credit Agreement with principal payments due beginning in 2023, and we simultaneously repaid our $20.0 million term loan from SVB in full. In addition, we repaid in full the outstanding balance of $1.3 million under the SVB revolving line of credit. Additionally, on February 6, 2019, we sold 437,787 shares of our Series F redeemable convertible preferred stock for a purchase price of $12.2 million. The effect of the OrbiMed debt proceeds, the Series F stock issuance, and the repayment of the SVB term loan resulted in a net increase in cash, cash equivalents, and short-term investments of $38.7 million, net of fees and debt prepayment premiums. On April 14, 2020, we used $57.0 million of proceeds from the Note Offering to prepay in full all outstanding indebtedness, including prepayment penalties, under the Credit Agreement with OrbiMed, dated February 6, 2019, as amended, and terminate the Credit Agreement.

SVB revolving line of credit

In June 2016, we signed a Loan and Security Agreement with SVB which established a revolving line of credit based on a formula amount. On February 6, 2019, we amended the Loan Agreement with SVB which reduced the revolving line of credit to a current maximum of $5.0 million with an obligation to maintain a minimum of $5.0 million cash or cash equivalents on deposit with SVB to maintain the assurance of future credit availability. The line may be increased to $10.0 million upon request and approval by SVB. The maturity date of the revolving line of credit was amended to be February 6, 2021. On April 8, 2020, we entered into a Pay-Off Letter Agreement with SVB, pursuant to which we paid to SVB immaterial termination costs, representing all amounts due and owing under the Loan Agreement, dated as of October 6, 2017.

Cash Flows

The following table summarizes our cash flows for the years ended December 31, 2021, 2020, and 2019:

Year Ended December 31,
202120202019
(in thousands)
Net cash used in operating activities$(23,123)$(26,148)$(32,184)
Net cash used in investing activities(139,678)(82,565)(209,602)
Net cash provided by financing activities264,084182,609231,381
Effect of exchange rate changes on cash and cash equivalents(10)266
Net increase (decrease) in cash and cash equivalents$101,273$73,922$(10,399)

Operating activities

Our largest source of operating cash flows is cash collections from our customers for technology and professional services arrangements. Our primary uses of cash from operating activities are for employee-related expenses, marketing expenses, and technology costs.

For the year ended December 31, 2021, net cash used in operating activities was $23.1 million, which included a net loss of $153.2 million. Non-cash charges primarily consisted of  $65.1 million in stock-based compensation, $37.5 million in depreciation and amortization of property, equipment, and intangible assets, $20.0 million in change in fair value of contingent consideration liabilities, and $11.9 million in amortization of debt discount and issuance costs, reduced by the $7.1 million deferred tax benefit. The $9.1 million of payments in excess of the acquisition date fair value to settle the cash-based portion of contingent consideration liabilities was included in the net cash used in operating activities.

For the year ended December 31, 2020, net cash used in operating activities was $26.1 million, which included a net loss of $115.0 million. Non-cash charges primarily consisted of $18.7 million in depreciation and amortization of property, equipment, and intangible assets, $38.0 million in stock-based compensation, $14.1 million in change in fair value of contingent consideration liabilities, $8.5 million of loss from the extinguishment of debt, and $8.1 million in amortization of debt discount and issuance costs.

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For the year ended December 31, 2019, net cash used in operating activities was $32.2 million, which included a net loss of $60.1 million. Non-cash charges primarily consisted of $9.2 million in depreciation and amortization of property, equipment, and intangible assets, $17.8 million in stock-based compensation, $1.7 million of loss from the extinguishment of debt, and $1.1 million in amortization of debt discount and issuance costs.

Investing activities

Net cash used in investing activities for the year ended December 31, 2021 of $139.7 million was primarily due to purchases of short-term investments of $261.4 million, reduced by the sale and maturity of short-term investments of $186.9 million. There were also investing cash outflows of $46.8 million to acquire Twistle, $11.8 million in purchases of property, equipment, and intangible assets, including leasehold improvements and furnishings for our new corporate headquarters, and $6.6 million of capitalized internal use software development costs.

Net cash used in investing activities for the year ended December 31, 2020 of $82.6 million was primarily due to $189.5 million in purchases of short-term investments, $101.7 million used in current year business acquisitions, and $9.0 million in purchases of property, equipment, and intangible assets, reduced by the $219.1 million sale and maturity of short-term investments.

Net cash used in investing activities for the year ended December 31, 2019 of $209.6 million was primarily due to $256.0 million in purchases of short-term investments and $4.3 million in purchases of property, equipment, and intangible assets, reduced by the $50.7 million sale and maturity of short-term investments.

Financing activities

Net cash provided by financing activities for the year ended December 31, 2021 of $264.1 million was primarily the result of $245.2 million in public offering proceeds, net of underwriters' discounts and commissions, $20.4 million in stock option exercise proceeds, and $4.8 million in proceeds from our ESPP, reduced by the $6.3 million in payments of acquisition-related obligations.

Net cash provided by financing activities for the year ended December 31, 2020 of $182.6 million was primarily the result of $222.5 million in net proceeds from the private offering of the Notes, $36.3 million in stock option exercise proceeds, and $4.3 million in proceeds from our ESPP, reduced by the $57.0 million payoff of the OrbiMed Credit Facility, $21.7 million used to purchase Capped Calls, including issuance costs, and the $1.6 million in payments of acquisition-related obligations

Net cash provided by financing activities for the year ended December 31, 2019 of $231.4 million was primarily the result of $194.6 million in IPO proceeds, net of underwriters’ discounts and commissions, $47.2 million in net proceeds drawn under the OrbiMed Credit Facility, $12.1 million in net proceeds from the sale and issuance of Series F redeemable convertible preferred stock, $2.7 million in stock option exercise proceeds, and $3.0 million in proceeds from our ESPP, reduced by the $21.8 million payoff of the SVB debt, $4.6 million in payments of deferred offering costs, and $1.7 million in payments of acquisition-related obligations.

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Contractual Obligations and Commitments

The contractual commitment amounts summarized below are associated with agreements that are enforceable and legally binding and that specify all significant terms, including fixed or minimum services to be used, fixed, minimum or variable price provisions and the approximate timing of the transaction.

In the ordinary course of business, we enter into agreements of varying scope and terms pursuant to which we agree to indemnify customers or business partners and other parties with respect to certain matters, including, but not limited to, losses arising out of the breach of such agreements, services to be provided by us or from data breaches, or intellectual property infringement claims made by third parties. No demands have been made upon us to provide indemnification under such agreements and there are no claims that we are aware of that could have a material effect on our consolidated financial statements.

Convertible senior notes

On April 14, 2020, we issued $230.0 million in aggregate principal amount of 2.50% Convertible Senior Notes due in 2025. The Notes are senior, unsecured obligations and accrue interest payable semiannually in arrears on April 15 and October 15 of each year, beginning on October 15, 2020, at a rate of 2.50% per year. The Notes will mature on April 15, 2025, unless earlier converted, redeemed, or repurchased. The Notes are convertible into cash, shares of our common stock, or a combination of cash and shares of our common stock, with the form of consideration determined at our election. The conversion rate is initially 32.6797 shares of our common stock per $1,000 principal amount of Notes (which is equivalent to an initial conversion price of approximately $30.60 per share of our common stock).

Refer to Note 10 of our audited consolidated financial statements included within Item 8 in this Annual Report on Form 10-K for more information regarding our contractual obligations related to these convertible senior notes.

Operating lease obligations

We lease office space and certain equipment under operating leases that expire between 2022 and 2031. As of December 31, 2021, we had total future operating lease payment obligations of $29.8 million, with $3.4 million payable within the next 12 months.

Refer to Note 9 of our audited consolidated financial statements included within Item 8 in this Annual Report on Form 10-K for more information regarding our operating lease obligations.

Contingent consideration liabilities

The Twistle acquisition included a contractual obligation in the form of potential contingent consideration based on certain revenue-based earn-out performance targets for Twistle during an earn-out period that ends on June 30, 2022. The Twistle contingent consideration is capped at $65.0 million and will be paid in a combination of approximately 20% cash and 80% in shares of our common stock.

The Healthfinch acquisition included a contractual obligation in the form of potential contingent consideration based on certain revenue-based earn-out performance targets for Healthfinch during an earn-out period that ended on July 31, 2021. Approximately half of the Healthfinch earn-out contingent consideration liability was settled during the third quarter of 2021 for cash consideration of $1.7 million and the issuance of 78,243 shares of our common stock. The remaining Healthfinch contingent consideration liability is expected to be settled during the first quarter of 2022.

The outstanding contingent consideration liabilities are categorized as Level 3 fair value measurements and are remeasured as of each reporting period. The estimated fair value of the contingent consideration liabilities is $19.3 million as of December 31, 2021.

Refer to Notes 2 and 7 of our audited consolidated financial statements included within Item 8 in this Annual Report on Form 10-K for more information regarding these acquisition-related contingent consideration liabilities.

Off-balance sheet arrangements

As of December 31, 2021, we did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities that would have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.

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Critical Accounting Policies and Estimates

Our consolidated financial statements are prepared in accordance with U.S. GAAP. The preparation of these consolidated financial statements requires management to make estimates, assumptions, and judgments that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities at the date of the financial statements, and the reported amounts of revenue and expenses during the applicable periods. We base our estimates, assumptions, and judgments on our knowledge and experience about past and current events and on various other factors that we believe to be reasonable under the circumstances. Different assumptions and judgments would change the estimates used in the preparation of our consolidated financial statements, which, in turn, could change the results from those reported. We evaluate our estimates, assumptions, and judgments on an ongoing basis.

The critical accounting estimates, assumptions, and judgments that we believe have the most significant impact on our consolidated financial statements are described below.

Revenue recognition

We derive our revenues primarily from technology subscriptions and professional services. We determine revenue recognition by applying the following steps:

•Identification of the contract, or contracts, with a customer;

•Identification of the performance obligations in the contract;

•Determination of the transaction price;

•Allocation of the transaction price to the performance obligations in the contract; and

•Recognition of revenue when, or as, we satisfy the performance obligation.

We recognize revenue net of any taxes collected from customers and subsequently remitted to governmental authorities.

Technology revenue

Technology revenue primarily consists of subscription fees charged to customers for access to use our technology. We provide customers access to our technology through either an all-access or limited-access, modular subscription. The majority of our subscription arrangements are cloud-based and do not provide customers the right to take possession of the technology or contain a significant penalty if the customer were to take possession of the technology. Revenue from cloud-based subscriptions is recognized ratably over the contract term beginning on the date that the service is made available to the customer. Most of our subscription contracts have up to a three-year term, of which the vast majority are terminable after one year upon 90 days notice.

Subscriptions that allow the customer to take software on-premise without significant penalty are treated as time-based licenses. These arrangements generally include access to technology, access to unspecified future products and maintenance and support. Revenue for upfront access to the technology library is recognized at a point in time when the technology is made available to the customer. Revenue for access to unspecified future products included in time-based license subscriptions is recognized ratably over the contract term beginning on the date that the access is made available to the customer.

We also have certain perpetual license arrangements. Revenue from these arrangements is recognized at a point in time upon delivery of the software. Technology revenue also includes maintenance and support revenue which generally includes bug fixes, updates, and support services. Revenue related to maintenance and support is recognized over the contract term beginning on the date that the service is made available to the customer.

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Professional services revenue

Professional services revenue primarily includes data and analytics services, domain expertise services, outsourcing services, and implementation services. Professional services arrangements typically include a fee for making FTE services available to our customers on a monthly basis. FTE services generally consist of a blend of analytic engineers, analysts, and data scientists based on the domain expertise needed to best serve our customers. Professional services are typically considered distinct from the technology offerings and revenue is generally recognized as the service is provided using the “right to invoice” practical expedient.

Contracts with multiple performance obligations

Many of our contracts include multiple performance obligations. We account for performance obligations separately if they are capable of being distinct and distinct within the context of the contract. In these circumstances, the transaction price is allocated to separate performance obligations on a relative standalone selling price basis. We determine standalone selling prices based on the observable price a good or service is sold for separately when available. In cases where standalone selling prices are not directly observable, based on information available, we utilize the expected cost plus a margin, adjusted market assessment, or residual estimation method. We consider all information available including our overall pricing objectives, market conditions, and other factors, which may include the value of contracts, customer demographics, and the types of users.

Standalone selling prices are not directly observable for our all-access and limited-access technology arrangements, which are composed of cloud-based subscriptions, time-based licenses, and perpetual licenses. For these technology arrangements, we use the residual estimation method due to the limited number of standalone transactions and/or prices that are highly variable.

Variable consideration

We have also entered into at-risk and shared savings arrangements with certain customers whereby we receive variable consideration based on the achievement of measurable improvements which may include cost savings or performance against metrics. For these arrangements, we estimate revenue using the most likely amount that we will receive. Estimates are based on our historical experience and best judgment at the time to the extent it is probable that a significant reversal of revenue recognized will not occur. Due to the nature of our arrangements, certain estimates may be constrained until the uncertainty is further resolved.

Business combinations

The results of businesses acquired in a business combination are included in our consolidated financial statements from the date of the acquisition. Purchase accounting results in assets and liabilities of an acquired business generally being recorded at their estimated fair values on the acquisition date. Any excess consideration over the fair value of identifiable assets acquired and liabilities assumed is recognized as goodwill.

We perform valuations of assets acquired and liabilities assumed on each acquisition accounted for as a business combination in order to record the tangible and intangible assets acquired and liabilities assumed based on our best estimate of fair value. Determining the fair value of assets acquired and liabilities assumed requires management to use significant judgment and estimates including the selection of valuation methodologies, estimates of future revenue and cash flows, discount rates, and selection of comparable companies. Significant estimation is required in determining the fair value of the customer-related intangible assets and technology-related intangible assets. The significant estimation is primarily due to the judgmental nature of the inputs to the valuation models used to measure the fair value of these intangible assets, as well as the sensitivity of the respective fair values to the underlying significant assumptions. We typically use the income approach or cost approach to measure the fair value of intangible assets. The significant assumptions used to form the basis of the estimates included the number of engineer hours required to develop technology, expected revenue including revenue growth rates, rate and timing of obsolescence, royalty rates and earnings before interest, taxes, depreciation and amortization (EBITDA) margin used in the estimate for customer relationships, and backlog. Many of these significant assumptions were forward-looking and could be affected by future economic and market conditions. We engage the assistance of valuation specialists in concluding on fair value measurements in connection with determining fair values of assets acquired and liabilities assumed in a business combination.

Transaction costs associated with business combinations are expensed as incurred and are included in general and administrative expense in our consolidated statements of operations and comprehensive loss.

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Goodwill

We record goodwill as the difference between the aggregate consideration paid for a business combination and the fair value of the identifiable net tangible and intangible assets acquired. Goodwill includes the know-how of the assembled workforce, the ability of the workforce to further improve technology and product offerings, customer relationships, and the expected cash flows resulting from these efforts. Goodwill may also include expected synergies resulting from the complementary strategic fit these businesses bring to existing operations. Goodwill is assessed for impairment annually or more frequently if indicators of impairment are present or circumstances suggest that impairment may exist.

Our first step in the goodwill impairment test is a qualitative analysis of factors that could be indicators of potential impairment. Next, if a quantitative analysis is necessary, we compare the fair value of the reporting unit with its carrying amount, including goodwill. If the fair value of the reporting unit exceeds its carrying amount, the goodwill of the reporting unit is not considered impaired. If the carrying amount of the reporting unit exceeds its fair value, we would recognize an impairment charge for the amount by which the carrying amount exceeds the reporting unit’s fair value.

Stock-based compensation

Stock-based awards, including stock options, restricted stock units (RSUs), performance-based restricted stock units (PRSUs), and restricted shares are measured and recognized in the consolidated financial statements based on the fair value of the award on the grant date. The grant date fair value of our stock-based awards is typically determined using the market closing price of our common stock on the date of grant; however, we also consider whether any adjustments are required as a result of material nonpublic information to which the market is likely to react positively upon announcement. The expense is recognized straight-line over the vesting period for awards with a service condition. The accelerated attribution method is used for PRSUs.

We record forfeitures of stock-based awards as the actual forfeitures occur. For awards subject to performance conditions, we record expense when the performance condition becomes probable. Each reporting period, we evaluate the probability of achieving the performance criteria, estimate the number of shares that are expected to vest, and adjust the related compensation expense accordingly.

We estimate the fair value of purchase rights issued under the 2019 Health Catalyst Employee Stock Purchase Plan (ESPP) as of the beginning of each offering period using the Black-Scholes option-pricing model. This requires the input of subjective assumptions, including the expected volatility of the price of our common stock, risk-free interest rates, and the expected dividend yield of our common stock. The assumptions used in our option-pricing model represent our best estimates. These estimates involve inherent uncertainties and the application of management’s judgment. The resulting fair value, net of actual forfeitures, is recognized on a straight-line basis over each six-month ESPP offering period.

The measurement date for non-employee awards is the date of grant. The compensation expense for non-employees is recognized, without changes in the fair value of the award, in the same period and in the same manner as though we had paid cash for the services, which is typically the vesting period of the respective award.

We will continue to use judgment in evaluating the assumptions related to our stock-based compensation on a prospective basis. As we continue to accumulate additional data related to our common stock, we may have refinements to our estimates, which could materially impact our future stock-based compensation expense.

Recent Accounting Pronouncements

See “Description of Business and Summary of Significant Accounting Policies” in Note 1 to our audited consolidated financial statements included within Item 8 in this Annual Report on Form 10-K for more information.

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