Amplitude, Inc. (AMPL) FY 2024 MD&A

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 and related notes included elsewhere in this Annual Report on Form 10-K. As discussed in the section titled “Special Note Regarding Forward-Looking Statements,” the following discussion and analysis contains forward-looking statements that involve risks and uncertainties, as well as assumptions that, if they never materialize or prove incorrect, could cause our results to differ materially from those expressed or implied by such forward-looking statements. Factors that could cause or contribute to these differences include, but are not limited to, those identified below and those discussed in the section titled “Risk Factors” under Part I, Item 1A in this Annual Report on Form 10-K. Our fiscal year ends December 31.

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Unless the context otherwise requires, all references in this report to “Amplitude,” the “Company,” “we,” “our,” “us,” or similar terms refer to Amplitude, Inc. and its subsidiaries.

Overview

Amplitude is a leading Digital Analytics Platform that helps businesses understand how people are using their products so they can build amazing digital experiences that increase acquisition, monetization and retention - and drive revenue growth. We work with more than 3,800 paying customers of various sizes and stages of digital maturity, across many industries, including the teams behind some of the most-beloved digital products in the world. We have experienced significant growth in recent years, with approximately 725 employees in seven global offices.

At the core of our Digital Analytics Platform is our Behavioral Graph, a proprietary, purpose-built behavioral database that is the largest of its kind. Our Behavioral Graph instantly finds patterns, makes recommendations, and connects customer actions along their journeys to the right business outcomes, like engagement, growth, and loyalty. We architected our Behavioral Graph to power numerous products, beginning with our core product analytics solution. Consistently ranked #1 in multiple categories by G2, Amplitude Analytics provides real-time product data and reconstructed user visits so cross-functional teams can understand what is working and what is not. We have since expanded our offerings to include products that enable teams to build personalized product experiences, test product changes, and improve data quality across their technology stack.

We have experienced significant growth in recent years driven by the rapid adoption of our Digital Analytics Platform by our global, diversified base of 3,875 paying customers as of December 31, 2024. Our customers span across industries and sizes, from the leading digital innovators to those earlier in their digital transformation journey. For the years ended December 31, 2024 and 2023, our revenue was $299.3 million and $276.3 million, respectively, representing year-over-year growth of 8%. For the years ended December 31, 2024 and 2023, our net loss was $94.3 million and $90.4 million, respectively. For the years ended December 31, 2024 and 2023, our net cash provided by operating activities was $18.5 million and $25.6 million, respectively, and our free cash flow was $11.7 million and $22.4 million, respectively.

Our Business Model

We generate revenue primarily through selling subscriptions to our platform. We reach customers through a direct sales motion, solution partners, and product-led growth initiatives, including subscription plans to meet the needs of a diverse range of companies. For the year ended December 31, 2024, subscription revenue comprised 98% of our total revenue.

Our customers typically start out using our platform for a specific business use case. As they see the value of our data, insights, and actions to drive positive business outcomes, they frequently expand beyond that initial use case. Examples include:

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Adding data, users or new functionality to meet the needs of teams across the organization;

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Using our platform for additional digital products in their portfolio and empowering the teams responsible for them (product, marketing, engineering, and analytics); and

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Layering additional offerings onto core Analytics to power new capabilities and drive additional business outcomes.

Our pricing model is based on the platform functionality that our customers require to get the insights that they need and our customers commit to a certain volume of events or monthly tracked users ("MTUs"). An event could be any action that a user takes in a digital product, such as ‘Create account’, ‘Add to cart’, or ‘Share photo’. Events can also be actions that occur in a product without user action, such as ‘Verification completed’. Customers have the flexibility to choose the events sent to our platform and can also attach custom properties to an event to enable greater insight on the digital product end user. An MTU is a unique user who triggers one or more events within a calendar month.

We have been effective in helping our customers to gauge the proper event volume or MTUs to contract to ensure that they maximize their investment in our platform. In situations where customers exceed their committed volume in a given period, they incur overage charges that we have the contractual right to bill at our discretion. Depending on the circumstances, we often use this as an opportunity to renegotiate a customer contract to ensure they have the right contracted volume to meet their business objectives. Historically, overage charges have not made up a significant portion of our revenue. In many cases, customers will proactively expand their contract within the contract term, generally increasing event or MTU volume and platform capabilities to expand existing or address new use cases. Substantially all of our sales led customer contracts have a subscription period of one year or longer. In the fiscal year ended December 31, 2024, we billed a majority of these contracts annually in advance with the remainder billed quarterly, semi-annually, or monthly.

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We offer a variety of free and paid plans depending on our customers’ needs wherever they are in their analytics journey. For example, we offer a Free plan for early-stage startups and individuals. Our self-serve Plus plan is built for growing startups and small teams who need more customization and access to feature management capabilities. Our Growth plan provides access to additional capabilities, such as automated insights, experiments, and audience management. Users also get access to dedicated customer support to further maximize the value from our platform. And our Enterprise plan is designed for larger organizations that have more sophisticated needs and requirements, and includes everything in the Growth plan as well as additional robust features such as advanced data governance, custom user permissions and roles, automated insights, enterprise-grade security features, and more. At any point, a customer that needs additional capabilities can purchase add-on functionality or products, which are natively integrated with Amplitude Analytics.

Our land-and-expand business model is powered by the ease of use, rapid time to value, and broad applicability of our platform to provide actionable insights in real time to numerous teams across an organization. This model has enabled us, in many cases, to significantly expand the reach of our platform within organizations.

As of December 31, 2024, we had 591 paying customers that each represented greater than $100,000 in ARR and 42 customers that each represented greater than $1 million in ARR, demonstrating the mission critical nature of our platform to help customers succeed in the new digital age. In comparison, we had 511 customers that each represented greater than $100,000 in ARR and 39 customers that each represented greater than $1 million in ARR for the years ended December 31, 2023. Customers that each represented greater than $100,000 in ARR accounted for approximately 75% and 74% of our total ARR as of December 31, 2024 and 2023, respectively. We define ARR as the annual recurring revenue of subscription agreements at a point in time based on the terms of customers’ contracts, including certain premium services that are subject to contractual subscription terms and Plus customers that we expect to recur. ARR should be viewed independently of revenue, and does not represent our U.S. GAAP revenue on an annualized basis, as it is an operating metric that can be impacted by contract start and end dates and renewal rates. No single customer accounted for more than 3% of our revenue in the years ended December 31, 2024 and 2023.

Our ability to expand within our customer base is also demonstrated by our strong dollar-based net retention rate. As of December 31, 2024 and 2023, our dollar-based net retention rate (TTM) across paying customers was 97% and 101%, respectively.

Key Factors Affecting Our Performance

We believe that the growth and future success of our business depends on many factors. While each of these factors presents significant opportunities for our business, they also pose important challenges that we must successfully address in order to sustain our growth and improve our results of operations.

Customer Acquisition and Expansion

We believe that our Digital Analytics Platform can help businesses across industries, company size, and stages of digital maturity drive better business outcomes through optimizing the digital product experience of their customers. We are focused on continuing to acquire new customers and expanding our relationships with our existing installed base to support our long-term growth. We have invested, and expect to continue to invest, in our sales and marketing efforts to drive customer acquisition.

Historically, we have been successful at efficiently growing our customer base and number of customers who have entered into and grown into larger subscriptions with us as evidenced by the growth of our number of paying customers and number of customers that represent greater than $100,000 in annual recurring revenue (“ARR”). As of December 31, 2024 and 2023, we had 591 and 511 customers, respectively, that each represented greater than $100,000 in ARR, representing a 16% increase year-over-year. Additionally, we had 42 and 39 customers, respectively, that each represented greater than $1 million in ARR, up 8% year-over-year. As of December 31, 2024 and 2023, 27 and 26 of the Fortune 100 were paying customers, respectively, which demonstrates both our traction to date as well as our significant opportunity to continue to penetrate into the largest global organizations. We believe our relationship with some of the world’s most beloved product-led companies has resulted in increased brand credibility and access to many attractive growth opportunities.

As of December 31, 2024 and 2023, our dollar-based net retention rate (TTM) was 97% and 101%, respectively, for paying customers. Additionally, our ending dollar-based net retention rate for paying customers as of December 31, 2024 and 2023, was 100% and 98%, respectively.

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Investments in Platform

We believe that our customers will demand additional features and capabilities beyond our current platform offerings to assist them in optimizing their digital products. We have a history of, and will continue to invest significantly in, developing and delivering innovative products, features, and functionality targeted at our core customer base. In addition, we may choose to add new products and offerings or enhance our platform capabilities through acquisitions. In recent years, we have acquired companies to bolster our predictive analytics and data instrumentation capabilities and most recently we acquired CommandAI to provide intuitive, AI-powered user assistance to make complex software easier to adopt and navigate. Going forward, we may pursue both strategic partnerships and acquisitions that we believe will be complementary to our business, accelerate customer acquisition, increase usage of our platform, and/or expand our product offerings in our core markets.

Investing for Growth

Our investment for growth encompasses multiple critical areas, including product expansion, our sales force, sales support, partner ecosystem, and our international presence. We continue to evolve our technology and product offerings, to ensure that we are best serving our customers’ needs. For example, in September 2024, we launched Amplitude Made Easy to simplify the platform experience for customers, and in June 2024, we introduced Warehouse Native to allow customers to unlock insights directly from their data warehouse. Additionally, in February 2025, after our acquisition of CommandAI, we launched Guides and Surveys which fully integrates CommandAI's cutting-edge user assistance with our Data Analytics Platform. We believe the evolution of our technology and product offerings will lead to increased retention and positive customer referrals that will continue to generate expansion opportunities within our existing installed base and from new customers. We plan to continue to invest in our research and development organization to maintain and strengthen our market leadership position, and we believe that attracting the best engineering talent will continue to be critical to our long-term success. As we continue to invest in our platform, we expect our research and development expenses, including those capitalized for internal-use software, to increase in dollar amount over time. Over the longer term, we believe these expenses as a percentage of revenue will decrease, though these expenses as a percentage of revenue could increase in the short term.

We will continue to make strategic investments in our sales efforts to pursue attractive growth opportunities and ensure customer success, particularly with larger enterprises where we have experienced significant traction to date. We also plan to invest in our channel partners, such as independent software vendors, and resellers, to extend our reach faster than we could do on our own. Although we previously experienced cost savings due to our restructuring, as we continue to invest in our sales efforts, we expect our sales and marketing expenses to increase in dollar amount over time. Over the longer term, we believe these expenses as a percentage of revenue will decrease, though these expenses as a percentage of revenue could increase in the short term.

Finally, we see opportunities to expand offices and headcount internationally to better service targeted international markets where we believe we have significant opportunity to accelerate existing traction and success. For the years ended December 31, 2024 and 2023, 40% and 39% of our revenue was generated outside the United States, respectively. As we seek to expand our business globally, we may be adversely affected by global economic and political instability. For example, as a result of the Russia-Ukraine war and related sanctions, we have terminated certain relationships with customers in Russia. Some of the businesses of our customers in the impacted regions have also experienced disruptions that have affected their ability to pay for our services. See “Risk Factors–Risks Related to Our Business and Industry–Our operations are international in scope, and we plan further geographic expansion, creating a variety of operational challenges.”

Key Business Metrics

We review a number of operating and financial metrics, including the following key metrics to evaluate our business, measure our performance, identify trends affecting our business, formulate business plans, and make strategic decisions. We are not aware of any uniform standards for calculating these key metrics, which may hinder comparability with other companies who may calculate similarly-titled metrics in a different way.

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Annual Recurring Revenue

We define annual recurring revenue (“ARR”) as the annual recurring revenue of subscription agreements at a point in time based on the terms of customers’ contracts, including certain premium services that are subject to contractual subscription terms and Plus customers that we expect to recur. ARR should be viewed independently of revenue, and does not represent our U.S. GAAP revenue on an annualized basis, as it is an operating metric that can be impacted by contract start and end dates and renewal rates. ARR is also not intended to be a forecast of revenue.

Dollar-Based Net Retention Rate

We calculate our dollar-based net retention rate to measure our ability to retain and expand ARR from our customers and believe it is an indicator of the value our platform delivers to customers and our future business opportunities. Our net retention rate compares our ARR from the same set of customers across comparable periods and reflects customer renewals, expansion, contraction, and attrition.

We calculate dollar-based net retention rate as of a period-end by starting with the ARR from the cohort of all customers as of 12 months prior to such period-end (the “Prior Period ARR”). We then calculate the ARR from these same customers as of the current period-end (the “Current Period ARR”). Current Period ARR includes any expansion and is net of contraction or attrition over the last 12 months but excludes ARR from new customers as well as any overage charges in the current period. We then divide the total Current Period ARR by the total Prior Period ARR to arrive at the dollar-based net retention rate (“NRR”). We then calculate the weighted average of the trailing 12-month dollar-based net retention rates, to arrive at the dollar-based net retention rate (“NRR (TTM)”).

Paying Customers with ARR of $100,000 or greater

For purposes of customer count, a customer is defined as an entity that has a unique Dunn & Bradstreet Global Ultimate (“GULT”) Data Universal Numbering System (“DUNS”) number and an active subscription contract as of the measurement date. The DUNS number is a global standard for business identification and tracking. We make exceptions for holding companies, government entities, and other organizations for which the GULT, in our judgment, does not accurately represent the Amplitude customer or the DUNS does not exist.

We define Paying Customers with ARR of $100,000 or greater as those Paying Customers on one or more paid subscriptions that have $100,000 or more in ARR.

We believe our ability to grow the number of paying customers on our platform, particularly those spending $100,000 or more a year, provides a key indicator of the demand for our platform, growth of our business, and our future business opportunities. Increasing awareness of our platform and its broad range of capabilities, coupled with the mainstream adoption of cloud-based technology, has expanded the diversity of our customer base to include organizations of different sizes across virtually all industries.

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Non-GAAP Financial Measures

The following table presents certain non-GAAP financial measures, along with the most directly comparable U.S. GAAP measure, for each period presented below. In addition to our results determined in accordance with U.S. GAAP, we believe these non-GAAP financial measures are useful in evaluating our operating performance. See below for a description of the non-GAAP financial measures and their limitations as an analytical tool. A reconciliation is also provided below for each non-GAAP financial measure to the most directly comparable financial measure stated in accordance with U.S. GAAP.

The following Non-GAAP Financial Measures and related Non-GAAP reconciliations are for the year ended December 31, 2024, compared to the same period in 2023, unless otherwise stated. Non-GAAP Financial Measures and related Non-GAAP reconciliations for the year ended December 31, 2023 compared to the year ended December 31, 2022 may be found in the section titled “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in our Annual Report on Form 10-K for the fiscal year ended December 31, 2023, filed with the SEC on February 20, 2024.

Non-GAAP Gross Profit, Non-GAAP Gross Margin, Non-GAAP Income (Loss) from Operations, and Non-GAAP Income (Loss) from Operations Margin

We define non-GAAP gross profit and non-GAAP gross margin as U.S. GAAP gross profit and U.S. GAAP gross margin, respectively, excluding stock-based compensation expense and related employer payroll taxes, amortization of acquired intangible assets, and non-recurring costs such as restructuring and other related charges. Non-GAAP gross margin is calculated as non-GAAP gross profit divided by total revenue.

We define non-GAAP income (loss) from operations and non-GAAP income (loss) from operations margin as U.S. GAAP income (loss) from operations and U.S. GAAP loss from operations margin, respectively, excluding stock-based compensation expense and related employer payroll taxes, amortization of acquired intangible assets, and non-recurring costs such as restructuring and other related charges. Non-GAAP income (loss) from operations margin is calculated as non-GAAP income (loss) from operations divided by total revenue.

We exclude stock-based compensation expense and related employer payroll taxes, which is a non-cash expense, from certain of our non-GAAP financial measures because we believe that excluding this item provides meaningful supplemental information regarding operational performance. We exclude amortization of intangible assets, which is a non-cash expense, related to business combinations from certain of our non-GAAP financial measures because such expenses are related to business combinations and have no direct correlation to the operation of our business. Although we exclude these expenses from certain non-GAAP financial measures, the revenue from acquired companies subsequent to the date of acquisition is reflected in these measures and the acquired intangible assets contribute to our revenue generation. We exclude non-recurring costs from certain of our non-GAAP financial measures because such expenses do not repeat period over period and are not reflective of the ongoing operation of our business.

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We use non-GAAP gross margin and non-GAAP income (loss) from operations margin in conjunction with traditional U.S. GAAP measures to evaluate our financial performance. We believe that non-GAAP gross margin and non-GAAP income (loss) from operations margin provide our management and investors consistency and comparability with our past financial performance and facilitates period-to-period comparisons of operations.

Free Cash Flow and Free Cash Flow Margin

We define free cash flow as net cash provided by (used in) operating activities, less cash used for purchases of property and equipment and capitalized internal-use software costs. Free cash flow margin is calculated as free cash flow divided by total revenue. We believe that free cash flow and free cash flow margin are useful indicators of liquidity that provide information to management and investors, even if negative, about the amount of cash used in our operations other than that used for investments in property and equipment and capitalized internal-use software costs.

Limitations and Reconciliations of Non-GAAP Financial Measures

Non-GAAP financial measures are presented for supplemental informational purposes only. Non-GAAP financial measures have limitations as analytical tools and should not be considered in isolation or as substitutes for financial information presented under U.S. GAAP. There are a number of limitations related to the use of non-GAAP financial measures versus comparable financial measures determined under U.S. GAAP. For example, other companies in our industry may calculate these non-GAAP financial measures differently or may use other measures to evaluate their performance. In addition, free cash flow does not reflect our future contractual commitments and the total increase or decrease of our cash balance for a given period. All of these limitations could reduce the usefulness of these non-GAAP financial measures as analytical tools. Investors are encouraged to review the related U.S. GAAP financial measures and the reconciliations of these non-GAAP financial measures to their most directly comparable U.S. GAAP financial measures and to not rely on any single financial measure to evaluate our business.

The following tables reconcile the most directly comparable U.S. GAAP financial measure to each of these non-GAAP financial measures.

Non-GAAP Gross Profit and Gross Margin

(1)
Stock-based compensation expense-related charges include employer payroll tax-related expenses on employee stock transactions.

Non-GAAP Income (Loss) From Operations and Income (Loss) From Operations Margin

(1)
Stock-based compensation expense-related charges include employer payroll tax-related expenses on employee stock transactions, but exclude stock-based compensation costs included in Restructuring and Other Related Charges.

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Free Cash Flow and Free Cash Flow Margin

Components of Results of Operations

Revenue

We generate revenue primarily from sales of subscription services for customers to access our platform. Revenue is driven primarily by the number of paying customers and the level of subscription plan. We generally recognize revenue ratably over the related contractual term beginning on the date that the platform is made available to a customer. Revenue from professional services have primarily been attributed to implementation and training services. We recognize professional services revenue as services are delivered.

Cost of Revenue

Cost of revenue consists primarily of the cost of providing our platform to our customers and consists of third-party hosting fees, personnel and related expenses for our operations and support personnel, and amortization of our capitalized internal-use software and acquired developed software. As we acquire new customers and existing customers increase their use of our platform, we expect that our cost of revenue will increase in dollar amount.

Gross Profit and Gross Margin

Gross profit, or revenue less cost of revenue, and gross margin, or gross profit as a percentage of revenue, has been and will continue to be affected by various factors, including the timing of our acquisition of new customers, renewals of, and follow-on sales to existing customers, costs associated with operating our platform, and the extent to which we expand our operations and customer support organizations. In the long term, we expect our gross profit to increase in dollar amount and our gross margin to improve as we optimize our system performance and leverage ingested data for new products though the gross margin percentage may fluctuate from quarter to quarter due to potential reinvestments into the business. The extent and timing of such investments may vary.

Operating Expenses

Our operating expenses consist of research and development, sales and marketing, and general and administrative expenses. Personnel and related expenses are the most significant component of operating expenses and consist of salaries, benefits, bonuses, stock-based compensation expense, and, in the case of sales and marketing expenses, sales commissions. Operating expenses also include an allocation of overhead costs for facilities and shared IT-related expenses. As we invest in our business, we expect our operating expenses to increase in dollar amount, and although we believe our operating expenses as a percentage of revenue will decrease over the longer term, operating expenses as a percentage of revenue could increase in the short term as we invest in product innovation and sales growth.

Research and Development

Research and development expenses consist primarily of personnel and related expenses. These expenses also include product design costs prior to the application development stage, third-party services and consulting expenses, software subscriptions, and allocated overhead costs for overhead used in research and development activities. A substantial portion of our research and development efforts are focused on enhancing our software, including researching ways to add new features and functionality to our platform. We anticipate continuing to invest in innovation and technology development, and as a result, we expect research and

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development expenses to increase in dollar amount but to decrease as a percentage of revenue over the longer term, though the percentage may fluctuate from quarter to quarter depending on the extent and timing of product development initiatives. In the short term, research and development costs could increase as a percentage of revenue.

Sales and Marketing

Sales and marketing expenses consist primarily of personnel and related expenses and expenses for performance marketing and lead generation, and brand marketing. These expenses also include allocated overhead costs and travel-related expenses. Sales commissions earned by our sales force that are considered incremental and recoverable costs of obtaining a subscription with a customer are deferred and amortized on a straight-line basis over the expected period of benefit of five years.

We continue to make strategic investments in our sales and marketing organization, and we expect sales and marketing expenses to remain our largest operating expense in dollar amount. Although we previously experienced cost savings due to our restructuring, we expect our sales and marketing expenses to continue to increase in dollar amount but to decrease as a percentage of revenue over the longer term, though the percentage may fluctuate from quarter to quarter depending on the extent and timing of our marketing initiatives. In the short term, sales and marketing costs could increase as a percentage of revenue.

General and Administrative

General and administrative expenses consist primarily of personnel and related expenses for our finance, human resources, information technology, and legal organizations. These expenses also include non-personnel costs, such as outside legal, accounting, and other professional fees, software subscriptions, as well as certain tax, license, and insurance-related expenses, and allocated overhead costs.

We have also incurred certain expenses as part of operating as a publicly-traded company, including professional fees and other expenses. As a public company, we expect to continue to incur costs associated with accounting, compliance, insurance, and investor relations which could fluctuate from period to period. Although we previously experienced cost savings due to our restructuring, we expect our general and administrative expenses to continue to increase in dollar amount over time but to generally decrease as a percentage of our revenue over the longer term, though the percentage may fluctuate from period to period depending on the timing and amount of our general and administrative expenses, including in the short term.

Other Income (Expense), Net

Other income (expense), net consists primarily of interest income on our cash, cash equivalents, and marketable securities holdings and foreign currency transaction gains and losses.

Provision for (Benefit from) Income Taxes

Provision for (benefit from) income taxes consists primarily of income taxes in certain foreign jurisdictions in which we conduct business. For the periods presented, the difference between the U.S. statutory rate and our effective tax rate is primarily due to the valuation allowance on deferred tax assets. Our effective tax rate is also impacted by earnings realized in foreign jurisdictions where the statutory tax rates are different from the federal statutory tax rate. We expect to maintain this full valuation allowance in U.S. jurisdictions for the foreseeable future as it is not more likely than not the deferred tax assets will be realized based on our history of losses.

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Results of Operations

The following tables set forth our results of operations for the periods presented and as a percentage of our revenue for those periods. The period-to-period comparison of financial results is not necessarily indicative of financial results to be achieved in future periods.

The following discussion and analysis are for the year ended December 31, 2024, compared to the same period in 2023, unless otherwise stated. Discussion and analysis for the year ended December 31, 2023 compared to the year ended December 31, 2022 may be found in the section titled “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in our Annual Report on Form 10-K for the fiscal year ended December 31, 2023, filed with the SEC on February 20, 2024.

(1)
Amounts include stock-based compensation expense as follows:

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The following table sets forth the components of our consolidated statements of operations and comprehensive loss data, for each of the periods presented, as a percentage of revenue.

* Less than 1%

Note: Certain figures may not sum due to rounding

Comparison of Fiscal Years Ended December 31, 2024 and 2023

Revenue

Revenue increased $23.0 million, or 8%, in fiscal 2024 compared to fiscal 2023. The increase in revenue was primarily due to growth of our paying customer base, partially offset by partial and full churn among existing customers which marginally outpaced our expansion of existing customers as reflected by our NRR (TTM) of 97% as of December 31, 2024.

Cost of Revenue and Gross Margin

Cost of revenue increased $5.0 million, or 7%, in fiscal 2024 compared to fiscal 2023. The increase was primarily due to an increase of $3.2 million in third-party hosting costs as we increased capacity to support paying customer usage and growth of our paying customer base and $2.5 million in personnel and related expenses, including an increase in allocated overhead costs. The increase was partially offset by a decrease of $0.8 million in stock-based compensation expense and related payroll taxes.

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Operating Expenses

* Not meaningful

Research and Development

Research and development expenses increased $7.4 million, or 8%, in fiscal 2024 compared to fiscal 2023. The increase was primarily due to an increase of $11.2 million in stock-based compensation expense and related payroll taxes mainly attributed to a one-time charge of $13.0 million related to our acquisition of CommandAI, and an increase of $2.6 million in personnel and related expenses, including an increase in allocated overhead costs. The increase was primarily offset by a higher percentage of personnel being dedicated to new application development which resulted in $6.0 million more capitalized as internal use software costs in the period.

Sales and Marketing

Sales and marketing expenses increased $14.6 million, or 9%, in fiscal 2024 compared to fiscal 2023. The increase was primarily due to an increase of $8.0 million in personnel and related expenses, including an increase in allocated overhead costs and an increase of $2.8 million in stock-based compensation expenses and related payroll taxes. The increase was also attributable to an increase of $2.5 million in commissions and variable compensation related to an increase in the amortization of capitalized commissions in the period compared to the same period in the prior year. There was also an increase of $1.3 million in travel-related expenses.

General and Administrative

General and administrative expenses increased $9.0 million, or 16%, in fiscal 2024 compared to fiscal 2023. The increase was primarily attributable to an increase of $3.8 million in personnel and related expenses, including an increase in allocated overhead costs and an increase of $3.1 million in stock-based compensation expense and related payroll taxes. The increase was also attributable to an increase of $1.5 million in legal fees.

Restructuring and Other Related Charges

Restructuring and other related charges related to employee transition, severance payments, employee benefits, and stock-based compensation were $8.1 million during fiscal 2023, with no costs incurred in fiscal 2024.

Other Income (Expense), net

Other income (expense), net increased $1.4 million, or 11%, in fiscal 2024 compared to fiscal 2023. The increase was primarily due to higher interest income of $1.5 million due to a higher combined yield on investments and cash equivalents during the year ended December 31, 2024.

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Provision for (Benefit from) Income Taxes

Provision for (benefit from) income taxes increased $0.5 million, or 41%, in fiscal 2024 compared to fiscal 2023, primarily due to an increase in foreign taxes during the year ended December 31, 2024.

Liquidity and Capital Resources

Since inception, we have financed operations primarily through the net proceeds we have received from the sales of our preferred stock and common stock as well as cash generated from the sale of subscriptions to our platform. We have generated losses from our operations as reflected in our accumulated deficit of $457.8 million as of December 31, 2024. We generated positive cash flows from operating activities during the years ended December 31, 2024 and 2023; however, we have historically generated negative cash flows from operating activities. Our future capital requirements will depend on many factors, including revenue growth and costs incurred to support our platform, including growth in our customer base and customer usage, increased research and development expenses to support the growth of our business and related infrastructure, and increased general and administrative expenses to support being a publicly-traded company.

As of December 31, 2024, our principal sources of liquidity were cash and cash equivalents of $171.7 million and restricted cash of $0.9 million. We also had $126.7 million in marketable securities that provide additional capital resources. Additionally, a substantial source of our cash provided by operating activities is our deferred revenue, which is included on our consolidated balance sheets as a liability. Deferred revenue consists of the unearned portion of billed fees for our subscriptions, which is recorded as revenue over the term of the subscription agreement. As of December 31, 2024, we had $109.7 million of deferred revenue, all of which was recorded as a current liability. This deferred revenue will be recognized as revenue when or as the related performance obligations are met.

We assess our liquidity primarily through our cash on hand as well as the projected timing of billings under contract with our paying customers and related collection cycles. We believe our current cash and cash equivalents on hand will be sufficient to meet our working capital and capital expenditure requirements for at least the next 12 months. In the event that additional financing is required from outside sources, we may seek to raise additional funds at any time through equity, equity-linked arrangements, and debt. If we are unable to raise additional funds when desired and at reasonable rates, our business, results of operations, and financial condition would be adversely affected. See “Risk Factors—Risks Related to Our Business and Industry—We may require additional capital to support the growth of our business, and this capital might not be available on acceptable terms, if at all.”

Cash Flows

The following table shows a summary of our cash flows for the periods presented:

Operating Activities

Our largest source of operating cash is cash collection from sales of subscriptions to our paying customers. Our primary uses of cash from operating activities are for personnel and related expenses, marketing expenses, and third-party hosting-related and software expenses. For the years ended December 31, 2024 and 2023, we have generated positive cash flow from operating activities; however, in the past several years, we generated negative cash flows from operating activities and have supplemented working capital requirements through net proceeds from the sale of preferred stock and common stock.

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Net cash provided by operating activities of $18.5 million for fiscal 2024 reflects our net loss of $94.3 million, adjusted by non-cash items such as stock-based compensation expense of $100.0 million, depreciation and amortization of $6.1 million, and non-cash operating lease costs of $4.0 million as well as net cash provided by changes in our operating assets and liabilities of $2.4 million. The net cash provided by changes in operating assets and liabilities primarily consisted of collections outpacing revenue recognized as evidenced through the increase in cash of $8.6 million from changes in accounts receivable and deferred revenue and a net increase in accrued expenses and accounts payable of $8.5 million. These changes were offset by an increase in prepaid expenses and other current and noncurrent assets of $5.5 million, a $4.9 million decrease in operating lease liabilities due to payments related to our operating lease obligations, and an increase in deferred commissions of $4.3 million.

Net cash provided by operating activities of $25.6 million for fiscal 2023 reflects our net loss of $90.4 million, adjusted by non-cash items such as stock-based compensation expense of $88.3 million, depreciation and amortization of $5.6 million, and non-cash operating lease costs of $3.9 million as well as net cash provided by changes in our operating assets and liabilities of $18.5 million. The net cash provided by changes in operating assets and liabilities primarily consisted of collections outpacing revenue recognized as evidenced through the net increase in cash of $4.1 million from changes in accounts receivable and deferred revenue. Additionally, an increase in accrued expenses and accounts payable of $14.4 million due to timing of payments made and a decrease in prepaid expenses and other current and noncurrent assets of $5.8 million contributed to the net cash provided by operating activities. These changes were offset by an increase in deferred commissions of $1.7 million, and a $4.1 million decrease in operating lease liabilities due to payments related to our operating lease obligations.

Investing Activities

Net cash used in investing activities of $75.4 million for fiscal 2024 consisted of $146.3 million of purchases of marketable securities, $16.1 million in cash paid for an acquisition, net of cash acquired, $5.1 million of capitalized internal-use software development costs, and $1.7 million in purchases of property and equipment. These decreases were partially offset by $93.8 million of cash received from the maturities of marketable securities.

Net cash provided by investing activities of $9.3 million for fiscal 2023 consisted of $12.5 million of cash received from the maturities of marketable securities, offset by $1.9 million of capitalized internal-use software development costs, and $1.3 million in purchases of property and equipment.

Financing Activities

Net cash used in financing activities of $19.9 million for fiscal 2024 primarily consisted of $26.4 million in net tax remittance on equity awards related to the vesting of RSU awards under a withhold-to-cover method, partially offset by $6.5 million in proceeds from the exercise of stock options.

Net cash used in financing activities of $4.9 million for fiscal 2023 primarily consisted of $4.6 million in proceeds from the exercise of stock options offset by $8.9 million in net tax remittance on equity awards primarily driven by a change in tax withholding settlement method related to vesting of RSU awards from sell-to-cover to withhold-to-cover that occurred in the year ended December 31, 2023.

Remaining Performance Obligations

Remaining performance obligations (“RPO”) as of December 31, 2024 and 2023, including the expected timing of recognition, is as follows:

Our RPO represents the amount of contracted future revenue that has not yet been recognized, including both deferred revenue and non-cancellable contracted amounts that will be invoiced and recognized as revenue in future periods. RPO excludes performance obligations from overages. RPO is influenced by a number of factors, including the timing of renewals, the timing of purchases, average contract terms, and seasonality. Due to these factors, it is important to review RPO in conjunction with product revenue and other financial metrics disclosed elsewhere in this Annual Report on Form 10-K.

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Contractual Obligations and Commitments

As of December 31, 2024, the contractual commitment amounts in the table below are associated with agreements that are enforceable and legally binding. Purchase orders issued in the ordinary course of business are not included in the table below, as our purchase orders represent authorizations to purchase rather than binding agreements.

(1)
Consists of future real estate-related non-cancellable minimum rental payments under operating leases and real estate commitments with substitution rights.

(2)
Included in this commitment is a hosting arrangement with AWS. We entered into the 60-month contract in August 2021. The contract may be terminated by either party if the other party is in material breach of the contract and such breach remains uncured for 30 days. Pursuant to the terms of the contract, we are required to spend a minimum of $267 million over the five-year term of the contract. As of December 31, 2024, we had $123 million remaining on this commitment.

Indemnification Agreements

In the ordinary course of business, we enter into agreements of varying scope and terms pursuant to which we agree to indemnify customers, vendors, lessors, 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 intellectual property infringement claims made by third parties. Additionally, we have entered into indemnification agreements with our directors and certain officers and employees that will require us, among other things, to indemnify them against certain liabilities that may arise by reason of their status or service as directors, officers, or employees. 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 reasonably be expected to have a material effect on our financial position, results of operations, or cash flows.

Critical Accounting Policies and Estimates

Our financial statements are prepared in accordance with U.S. GAAP. The preparation of these financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenues, expenses and related disclosures. We evaluate our estimates and assumptions on an ongoing basis. Our estimates are based on historical experience and various other assumptions that we believe to be reasonable under the circumstances. Our actual results could differ from these estimates.

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 generate revenue primarily from sales of subscription services. Revenue is recognized when, or as, the RPO is satisfied by transferring the control of the promised service to a customer. The amount of revenue recognized reflects the consideration that we expect to be entitled to receive in exchange for these services. We account for revenue contracts with customers by applying the requirements of ASC 606, which includes the following steps:

•
identification of the contract, or contracts, with the 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 the revenue when, or as, a performance obligation is satisfied.

Our SaaS subscription agreements with customers enable them to access and send event volume data to our cloud-based platform. Subscription arrangements with customers do not provide the customer with the right to take possession of our software at any time. Instead, customers are granted continuous access to the platform over the contractual period. A time-elapsed method is used to measure progress because our obligation is to provide continuous service over the contractual period and control is transferred evenly over the contractual period. Accordingly, the fixed consideration related to subscription revenue is recognized ratably over the

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contract term beginning on the date access to the subscription product is provisioned. Typical subscription terms are in increments of 12 months with various payment terms ranging from monthly to annual up-front payments. Most contracts are non-cancellable over the contractual term and are subject to standard terms and conditions; however, certain contracts contain nonstandard terms that may impact the timing of revenue recognition. Some customers have the option to purchase additional subscription services at a stated price. These options are evaluated on a case-by-case basis but generally do not provide a material right as they do not provide a discount to the customer that is incremental to the range of discounts typically given for the same services that are sold to a similar class of customers, even when the stand-alone selling price of the services subject to the option is highly variable.

Deferred Contract Acquisition Costs (Deferred Commissions)

We capitalize sales commissions that are recoverable and incremental due to the acquisition of customer contracts. We determine whether costs should be deferred based on its sales compensation plans, if the commissions are in fact incremental and would not have occurred absent the customer contract.

Commissions paid upon the initial acquisition of a contract are deferred and then amortized on a straight-line basis over a period of benefit, determined to be five years. The period of benefit is estimated by considering factors such as the expected life of our subscription contracts, historical customer attrition rates, technological life of our platform, as well as other factors. Sales commissions for renewal of a subscription contract are not considered commensurate with the commissions paid for the acquisition of the initial subscription contract given the substantive difference in commission rates between new and renewal contracts. We determine the period of benefit for renewal subscription contracts by considering the contractual term for renewal contracts.

Amounts anticipated to be recognized within 12 months of the balance sheet date are recorded as deferred commissions, current, with the remaining portion recorded as deferred commissions, noncurrent, in the consolidated balance sheets. Amortization of deferred commissions is included in sales and marketing expense in the consolidated statements of operations and comprehensive loss. We periodically review these deferred commissions to determine whether events or changes in circumstances have occurred that could impact recoverability or the period of benefit. There were no impairment losses recorded during the periods presented.

Recent Accounting Pronouncements

See Note 1 to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K for more information regarding recent accounting pronouncements.

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