grepcent public filings, reorganized for comparison

Cushman & Wakefield Ltd. (CWK) FY 2022 MD&A

Verbatim Item 7 Management's Discussion and Analysis from Cushman & Wakefield Ltd.'s 10-K for fiscal year 2022. Filing date: 2023-02-24. Report date: 2022-12-31. Accession: 0001628369-23-000005.

This page reproduces the company's own Item 7 MD&A text from the linked SEC filing. It is filer text, not grepcent analysis, scoring, or investment advice.

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.

Company profile: CWK · All MD&A years: index · Previous year: FY 2021 · Next year: FY 2023

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 thereto included elsewhere in this Annual Report on Form 10-K.

As discussed in “Cautionary Note Regarding Forward-Looking Statements,” the following discussion and analysis contains forward-looking statements that involve risks and uncertainties. Our actual results may materially differ from those discussed in 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 “Risk Factors” in Part I, Item 1A in this Annual Report. Our fiscal year ends December 31. With respect to presentation, all statements asserting an "increase" or "decrease" relate to changes from prior applicable periods of comparison.

Overview

Cushman & Wakefield is a leading global commercial real estate services firm that makes a meaningful impact for our people, clients, communities and world. Led by an experienced executive team and driven by approximately 52,000 employees in over 400 offices and approximately 60 countries, we deliver exceptional value for real estate occupiers and owners, managing over 5.1 billion square feet of commercial real estate space globally and offering a broad suite of services through our integrated and scalable platform. Our business is focused on meeting the increasing demands of our clients through a comprehensive offering of services including (i) Property, facilities and project management, (ii) Leasing, (iii) Capital markets and (iv) Valuation and other services.

Recent Developments and Outlook

In March 2022, as a result of the Russia-Ukraine conflict, the Company transferred our Russian operations to a local operator. Our operations in Russia represented less than 0.5% of our total revenue in 2021. We have no direct operations in Ukraine. This disposal is not material to our financial statements or future operations.

In April 2022, we amended the 2018 Credit Agreement to (i) increase the aggregate commitments under the Revolver by $80.0 million, extending its borrowing capacity from $1.0 billion to $1.1 billion, (ii) extend the maturity date of borrowings under the Revolver from August 21, 2023 to April 28, 2027, (iii) replace the LIBOR rate applicable to borrowings under the Revolver with Term Secured Overnight Financing Rate (“SOFR”) plus an applicable rate, and (iv) add pricing terms linked to achievement of certain greenhouse gas emission targets.

Highlights from full year 2022:

•Revenue of $10.1 billion and service line fee revenue of $7.2 billion for the year ended December 31, 2022 increased 8% and 5%, respectively, from the year ended December 31, 2021.

◦Leasing and Property, facilities and project management experienced continued growth, led by the Americas.

◦Capital markets and Valuation and other declined 12% and 3%, respectively.

•Net income and diluted earnings per share for the year ended December 31, 2022 were $196.4 million and $0.86, respectively.

◦Adjusted EBITDA of $898.8 million increased 1% from the prior year.

•Liquidity as of December 31, 2022 was $1.7 billion, consisting of availability on the Company's undrawn revolving credit facility of $1.1 billion and cash and cash equivalents of $0.6 billion.

On January 31, 2023, we amended the 2018 Credit Agreement to extend the maturity date of $1.0 billion of the $2.6 billion aggregate principal amount outstanding under our 2018 First Lien Loan to January 31, 2030 and such portion will bear interest, at the Company’s option, equal to either: (a) the Term SOFR, plus 0.10% (which sum is subject to a minimum floor of 0.50%), plus an applicable margin of 3.25% per annum, or (b) the Base Rate (as defined in the 2018 Credit Agreement), plus an applicable margin of 2.25% per annum. The August 21, 2025 maturity date of the remaining $1.6 billion 2018 First Lien Loan remains unchanged.

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Our business has been impacted, like our peers in the commercial real estate sector and other companies across various sectors, by geopolitical uncertainty, higher inflation, and rising interest rates, among other macroeconomic challenges. To maintain strong performance and ensure that we are well-positioned for further economic headwinds in 2023, our Company has planned certain actions to further optimize efficiency. This includes specific actions including a reduction in headcount across select roles to help optimize our workforce against a potential decline in growth and revenue within certain service lines.

Macroeconomic Trends and Uncertainty

Demand for our services is largely dependent on the relative strength of the global and regional commercial real estate markets, which are highly sensitive to general macroeconomic conditions and the ability of market participants to access liquidity in the capital and credit markets. Current macroeconomic challenges continue to present risk to the Company including issues such as: higher inflation, increasing interest rates, disruption and volatility within global capital and credit markets, escalating energy supply shortages and costs, labor shortages, volatility in currency exchange rates, and changes in monetary and fiscal policies. The Russia-Ukraine conflict and resulting geopolitical uncertainty has intensified these challenges. Further deterioration of these macroeconomic conditions, an economic slowdown or recession in the U.S. or global economy, or the public perception that any of these events may occur, could cause a decline in global and regional demand for commercial real estate and negatively affect the performance of some or all of our service lines. In the event of an economic downturn or recession, we may experience reduced demand in our Capital markets, Leasing and Valuation and other service lines, among others, as clients delay or forego real estate transactions.

In addition, circumstances surrounding COVID-19 at a global level remain fluid, especially given the uncertainty regarding potential future variants of the virus and potential future restrictions. The extent to which COVID-19 continues to impact our business, especially in China, depends on evolving factors, including the spread of new variants, distribution and effectiveness of vaccines and governmental actions, including further restrictions. Since the onset of the COVID-19 pandemic, the U.S. and global economies have experienced increases in inflation. The resulting inflationary pressures on wages, higher costs for products and materials needed to provide our services, and higher fees from our own service providers have increased and could continue to increase the cost of providing our services. If this inflationary environment continues, and we are unable to recover these increased costs from our clients in a timely manner or at all, our margins and profitability may be negatively impacted.

Many of our service lines, particularly Capital markets, are sensitive to the cost and availability of credit. If our clients are unable to procure credit or financing on favorable terms or at all, there may be fewer dispositions and acquisitions of property and demand for our services may be adversely affected. For example, in the second half of 2022, a less constructive macroeconomic environment, including increases in interest rates, adversely affected commercial real estate transaction volumes, and in turn, we experienced declines in Capital markets revenue. Future uncertainty or weakness in the credit markets, including as a result of any future interest rate increases, could further affect commercial real estate transaction volumes and pricing, and clients may delay real estate transaction decisions until property values settle, which could reduce the commissions and fees we earn for brokering those transactions.

While the degree to which the Company will be affected by these macroeconomic challenges largely depends on the nature and duration of uncertain and unpredictable events, we believe that we are well suited to endure a shifting macroeconomic environment due to our diversification and resiliency. Refer to Part I, Item 1A. “Risk Factors” for further information.

Further, we believe that we have sufficient liquidity to satisfy our working capital and other funding requirements with operating cash flows and, as necessary, cash on hand and borrowings under our revolving credit facility. As discussed in “Liquidity and Capital Resources” below, the Company had liquidity of approximately $1.7 billion as of December 31, 2022, comprising of cash and cash equivalents of $0.6 billion and an undrawn revolving credit facility of $1.1 billion. During 2022 we extended the borrowing capacity on our revolving credit facility and in January 2023 we extended the maturity date of a portion of our 2018 First Lien Loan to January 31, 2030 as discussed above.

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Critical Accounting Policies and Estimates

Our Consolidated Financial Statements have been prepared in accordance with U.S. generally accepted accounting principles ("GAAP"), which requires us to make estimates and assumptions that affect reported amounts. The estimates and assumptions are based on historical experience, current facts and circumstances, and on other factors that we believe to be reasonable. Actual results may differ from those estimates and assumptions. We review these estimates on a periodic basis to ensure reasonableness. We have identified all significant accounting policies in Note 2: Summary of Significant Accounting Policies of the Notes to the Consolidated Financial Statements. The following are the critical accounting policies where estimates and assumptions could materially affect the application of the policies.

Revenue Recognition

Revenue is recognized upon transfer of control of promised services to clients in an amount that reflects the consideration the Company expects to receive in exchange for those services, in accordance with Accounting Standards Codification ("ASC") Topic 606, Revenue from Contracts with Customers ("Topic 606"), The Company enters into contracts and earns revenue from its (i) Property, facilities and project management, (ii) Leasing, (iii) Capital markets and (iv) Valuation and other service lines. Revenue is recognized net of any taxes collected from customers.

A performance obligation is a promise in a contract to transfer a distinct service or a series of distinct services to the client and is the unit of account. A contract’s transaction price is allocated to each performance obligation and recognized as revenue when, or as, the performance obligation is satisfied. Most service offerings are provided under agreements containing standard terms and conditions, which typically do not require any significant judgments about when revenue should be recognized. A limited number of recurring revenue arrangements and certain non-recurring revenue arrangements contain multiple performance obligations. The Company allocates the contract’s transaction price to each performance obligation using the best estimate of the standalone selling price of each distinct service in the contract. Understanding the contractual terms of these limited number of arrangements can be complex and determining the timing, amount and method to recognize revenue for each transaction requires judgment. The timing and amount of revenue recognition in a period could vary if different judgments were made.

Goodwill

Goodwill is not amortized, but rather tested for impairment at least annually, typically in the fourth quarter. The Company will test more frequently if there are indicators of impairment or whenever business and economic circumstances change, suggesting the carrying value of goodwill may not be recoverable. These indicators may include sustained significant decline in our share price and market capitalization, a decline in our expected future cash flows, or a significant adverse change in legal factors or in the business climate, among others.

The Company performs impairment reviews at the reporting unit (“RU”) level. U.S. GAAP defines an RU as a component of an operating segment if the component constitutes a business, for which discrete financial information is available, and segment management regularly reviews the operating results of that component. When evaluating these assets for impairment, the Company may first perform a qualitative assessment to determine whether it is more likely than not that the RU is impaired. If the Company does not perform a qualitative assessment, or if the Company determines that it is not more likely than not that the fair value of the RU exceeds its carrying amount, then the goodwill impairment test becomes a quantitative analysis. If the fair value of an RU is determined to be greater than the carrying value of the RU, goodwill is recoverable. If the fair value of a reporting unit is less than the carrying value, a goodwill impairment loss is recognized for the amount that the carrying amount of the RU, including goodwill, exceeds its fair value, limited to the total amount of the goodwill allocated to the reporting unit.

In determining the fair value of our RUs, the Company uses a discounted cash flow (“DCF”) model based on our most current forecasts. The Company discounts the related cash flow forecasts using the weighted average cost of capital method at the date of evaluation. Preparation of forecasts and selection of certain assumptions including the discount rate, forecasted revenue growth rates, and forecasted profitability margins, for use in the DCF model involve significant judgments, and changes in these estimates could affect the estimated fair value of one or more of our RUs and could result in a goodwill impairment charge in a future period. We also use market multiples which are obtained from quoted prices of comparable companies to corroborate our DCF model results. The combined estimated fair value of our reporting units from our DCF model often results in a premium over our market capitalization, commonly referred to as a control premium. We believe the implied control premium determined by our impairment analysis is reasonable based upon historic data of premiums paid on actual transactions within our industry.

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In 2022 and 2021, we performed our goodwill impairment evaluation over five reporting units, resulting in no impairment charges as the estimated fair value of each reporting unit exceeded its carrying value. For additional discussion on our goodwill impairment assessment, refer to Note 6: Goodwill and Other Intangible Assets in the Consolidated Financial Statements.

Income Taxes

Income taxes are accounted for under the asset and liability method in accordance with ASC Topic 740, Income Taxes. The carrying values of deferred income tax assets and liabilities reflect the application of our income tax accounting policies and are based on management’s assumptions and estimates about future operating results and levels of taxable income, and judgments regarding the interpretation of the provisions of current accounting principles.

Deferred tax assets are reduced by valuation allowances if, based on the consideration of all available evidence, it is more likely than not that some portion of the deferred tax asset will not be realized. Considerations with respect to the realizability of deferred tax assets include the period of expiration of the deferred tax asset, historical earnings and projected future taxable income by jurisdiction as well as tax liabilities for the tax jurisdiction to which the tax asset relates. Significant management judgment is required in determining the assumptions and estimates related to the amount and timing of future taxable income. Valuation allowances are evaluated periodically and will be subject to change in each future reporting period as a result of changes in various factors.

The Company bases the carrying values of liabilities and assets for income taxes currently payable and receivable on management’s interpretation of applicable tax laws and also incorporates management’s assumptions and judgments about using tax planning strategies in various taxing jurisdictions. Using different estimates, assumptions and judgments in accounting for income taxes, especially those that deploy tax planning strategies, may result in different carrying values of income tax assets and liabilities and changes in our results of operations.

Our future effective tax rate is sensitive to changes in the mix of our geographic earnings, changes in local statutory tax rates, changes in the valuation of deferred taxes, or changes in tax laws or regulations, and could be adversely affected by these items.

Items Affecting Comparability

When reading our financial statements and the information included in this Annual Report, it should be considered that we have experienced, and continue to experience, several material trends and uncertainties that have affected our financial condition and results of operations and could affect future performance. We believe that the following material trends and uncertainties are important to understand the variability of our historical earnings and cash flows and any potential future variability.

Macroeconomic Conditions

Our results of operations are significantly impacted by economic trends, government policies and the global and regional real estate markets. These include the following: overall economic activity, volatility of the financial markets, changes in interest rates, inflation, the impact of tax and regulatory policies, the cost and availability of credit, changes in employment rates, level of commercial construction spending, demand for commercial real estate, the impact of the global COVID-19 pandemic, and the geopolitical environment including the uncertainty affecting global financial markets stemming from the Russia-Ukraine conflict.

Our diversified operating model helps to partially mitigate the negative effect of difficult market conditions on our margins as a substantial portion of our costs are variable compensation expenses, specifically commissions and bonuses paid to our professionals in our Leasing and Capital markets service lines. Nevertheless, ongoing adverse economic trends could pose significant risks to our operating performance and financial condition.

Acquisitions

Our results include the incremental impact of completed transactions from the date of acquisition, which may impact the comparability of our results on a year-over-year basis. Additionally, there is generally an adverse impact on net income for a period of time after the completion of an acquisition driven by transaction-related and integration expenses. We have historically used strategic and in-fill acquisitions, as well as joint ventures, to add new service capabilities, to increase our scale within existing capabilities and to expand our presence in new or existing geographic regions globally. We believe that strategic acquisitions and partnerships will increase revenue, provide cost synergies and generate incremental income in the long term.

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Seasonality

A significant portion of our revenue is seasonal, especially for service lines such as Leasing and Capital markets. This impacts the comparison of our financial condition and results of operations on a quarter-by-quarter basis. Generally, our industry is focused on completing transactions by calendar year-end with a significant concentration of activity in the last quarter of the calendar year while certain expenses are recognized more evenly throughout the calendar year. Historically, our revenue and operating income typically tend to be lowest in the first quarter, and highest in the fourth quarter of each year. The Property, facilities and project management service line partially mitigates this intra-year seasonality, due to the recurring nature of this service line, which generates more stable revenues throughout the year.

International Operations

Our business consists of service lines operating in multiple regions inside and outside of the U.S. Our international operations expose us to global economic trends as well as foreign government tax, regulatory and policy measures.

Additionally, outside of the U.S., we generate earnings in other currencies and are subject to fluctuations relative to the USD. As we continue to grow our international operations, these currency fluctuations, most notably the Australian dollar, euro and British pound sterling, have the potential to positively or adversely affect our operating results measured in USD. It can be difficult to compare period-over-period financial statements when the movement in currencies against the USD does not reflect trends in the local underlying business as reported in its local currency.

In order to assist our investors and improve comparability of results, we present the year-over-year changes in certain of our non-GAAP financial measures, such as Fee-based operating expenses and Adjusted EBITDA, in "local" currency. The local currency change represents the year-over-year change assuming no movement in foreign exchange rates from the prior year. We believe that this provides our management and investors with a better view of comparability and trends in the underlying operating business.

Key Performance Measures

We regularly review a number of metrics to evaluate our business, measure our progress and make strategic decisions. The measures include Segment operating expenses, Fee-based operating expenses, Adjusted EBITDA, Adjusted EBITDA margin and local currency. Certain of these metrics are non-GAAP measures currently utilized by management to assess performance, and we disclose these measures to investors to assist them in providing a meaningful understanding of our performance. See "Use of Non-GAAP Financial Measures" and "Results of Operations" below.

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Use of Non-GAAP Financial Measures

We have used the following measures, which are considered "non-GAAP financial measures" under SEC guidelines:

i.Segment operating expenses and Fee-based operating expenses;

ii.Adjusted earnings before interest, taxes, depreciation and amortization ("Adjusted EBITDA") and Adjusted EBITDA margin; and

iii.Local currency.

Our management principally uses these non-GAAP financial measures to evaluate operating performance, develop budgets and forecasts, improve comparability of results and assist our investors in analyzing the underlying performance of our business. These measures are not recognized measurements under GAAP. When analyzing our operating results, investors should use them in addition to, but not as an alternative for, the most directly comparable financial results calculated and presented in accordance with GAAP. Because the Company’s calculation of these non-GAAP financial measures may differ from other companies, our presentation of these measures may not be comparable to similarly titled measures of other companies.

The Company believes that these measures provide a more complete understanding of ongoing operations, enhance comparability of current results to prior periods and may be useful for investors to analyze our financial performance. The measures eliminate the impact of certain items that may obscure trends in the underlying performance of our business. The Company believes that they are useful to investors for the additional purposes described below.

Segment operating expenses and Fee-based operating expenses: Consistent with GAAP, reimbursed costs for certain customer contracts are presented on a gross basis in both revenue and operating expenses for which the Company recognizes substantially no margin. Total costs and expenses include segment operating expenses as well as other expenses such as depreciation and amortization, integration and other costs related to merger, pre-IPO stock-based compensation, acquisition related costs and efficiency initiatives, and other items. Segment operating expenses includes Fee-based operating expenses and Cost of gross contract reimbursables.

We believe Fee-based operating expenses more accurately reflects the costs we incur during the course of delivering services to our clients and is more consistent with how we manage our expense base and operating margins.

Adjusted EBITDA and Adjusted EBITDA margin: We have determined Adjusted EBITDA to be our primary measure of segment profitability. We believe that investors find this measure useful in comparing our operating performance to that of other companies in our industry because these calculations generally eliminate integration and other costs related to merger, pre-IPO stock-based compensation, unrealized (gains) / losses on investments, acquisition related costs and efficiency initiatives, and other items. Adjusted EBITDA also excludes the effects of financings, income tax and the non-cash accounting effects of depreciation and intangible asset amortization. Adjusted EBITDA margin, a non-GAAP measure of profitability as a percent of revenue, is measured against service line fee revenue.

Local currency: In discussing our results, we refer to percentage changes in local currency. These metrics are calculated by holding foreign currency exchange rates constant in year-over-year comparisons. Management believes that this methodology provides investors with greater visibility into the performance of our business excluding the effect of foreign currency rate fluctuations.

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Results of Operations

In accordance with Item 303 of Regulation S-K, the Company has excluded the discussion of 2020 results in “Management's Discussion and Analysis of Financial Condition and Results of Operations”, as this discussion can be found in our 2021 Annual Report on Form 10-K filed with the SEC under "Management's Discussion and Analysis of Financial Condition and Results of Operations".

The following table sets forth items derived from our Consolidated Statements of Operations for the years ended December 31, 2022 and 2021 (in millions):

Year Ended December 31,
20222021% Change in USD% Change in Local Currency
Revenue:
Property, facilities and project management$3,481.1$3,185.49%12%
Leasing2,083.71,843.413%15%
Capital markets1,187.81,350.2(12)%(10)%
Valuation and other495.5512.1(3)%2%
Total service line fee revenue(1)7,248.16,891.15%8%
Gross contract reimbursables(2)2,857.62,497.614%16%
Total revenue$10,105.7$9,388.78%10%
Costs and expenses:
Cost of services provided to clients$5,295.9$4,950.87%10%
Cost of gross contract reimbursables2,857.62,497.614%16%
Total costs of services8,153.57,448.49%12%
Operating, administrative and other1,261.31,226.73%6%
Depreciation and amortization146.9172.1(15)%(13)%
Restructuring, impairment and related charges8.944.5(80)%(79)%
Total costs and expenses9,570.68,891.78%10%
Operating income535.1497.08%9%
Interest expense, net of interest income(193.1)(179.5)8%10%
Earnings from equity method investments85.021.2n.m.n.m.
Other (expense) income, net(89.0)1.2n.m.n.m.
Earnings before income taxes338.0339.9(1)%1%
Provision for income taxes141.689.958%61%
Net income$196.4$250.0(21)%(21)%
Net income margin1.9%2.7%
Adjusted EBITDA$898.8$886.41%4%
Adjusted EBITDA margin(3)12.4%12.9%

n.m. not meaningful

(1) Service line fee revenue represents revenue for fees generated from each of our service lines.

(2) Gross contract reimbursables reflects revenue from clients which have substantially no margin.

(3) Adjusted EBITDA margin is measured against Total service line fee revenue.

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Adjusted EBITDA is calculated as follows (in millions):

Year Ended December 31,
20222021
Net income$196.4$250.0
Add/(less):
Depreciation and amortization146.9172.1
Interest expense, net of interest income193.1179.5
Provision for income taxes141.689.9
Unrealized loss on investments, net(1)84.210.4
Integration and other costs related to merger(2)14.032.4
Pre-IPO stock-based compensation(3)3.15.4
Acquisition related costs and efficiency initiatives(4)93.8140.4
Other(5)25.76.3
Adjusted EBITDA$898.8$886.4

(1) Represents net unrealized losses on fair value investments during the years ended December 31, 2022 and 2021, primarily related to our investment in WeWork, which closed during the fourth quarter of 2021.

(2) Integration and other costs related to merger include certain direct and incremental integration efforts.

(3) Pre-IPO stock-based compensation represents non-cash compensation expense associated with our pre-IPO equity compensation plans and certain other retention awards.

(4) Acquisition related costs and efficiency initiatives reflect costs incurred to implement operating efficiency initiatives to realign our organization to allow the Company to be a more agile partner to its clients, as well as severance and employment related costs due to reductions in headcount and property lease rationalization initiatives.

(5) During the year ended December 31, 2022, Other includes a charge of $5.0 million related to the amendment of our accounts receivable securitization (“A/R Securitization”) arrangement, as well as a loss of $13.8 million related to the disposal of operations in Russia. During the year ended December 31, 2021, Other includes COVID-19 related charges and preparation costs for employees returning to the office of $5.6 million.

Below is a summary of Total costs and expenses (in millions):

Year Ended December 31,
20222021
Americas Fee-based operating expenses$4,650.3$4,281.8
EMEA Fee-based operating expenses827.6864.7
APAC Fee-based operating expenses962.5891.8
Cost of gross contract reimbursables2,857.62,497.6
Segment operating expenses:9,298.08,535.9
Depreciation and amortization146.9172.1
Integration and other costs related to merger(1)14.032.4
Pre-IPO stock-based compensation(2)3.15.4
Acquisition related costs and efficiency initiatives(3)93.8139.6
Other14.86.3
Total costs and expenses$9,570.6$8,891.7

(1) Integration and other costs related to merger include certain direct and incremental integration efforts.

(2) Pre-IPO stock-based compensation represents non-cash compensation expense associated with our pre-IPO equity compensation plans and certain other retention awards.

(3) Acquisition related costs and efficiency initiatives reflect costs incurred to implement operating efficiency initiatives to realign our organization to allow the Company to be a more agile partner to its clients, as well as severance and employment related costs due to reductions in headcount and property lease rationalization initiatives.

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Year ended December 31, 2022 compared to year ended December 31, 2021

Revenue

Revenue of $10.1 billion increased 8% compared to the year ended December 31, 2021, led by the Americas which increased 10%. Service line fee revenue growth was led by our Leasing and Property, facilities and project management service lines, which were up 13% and 9%, respectively. Leasing revenue growth was principally driven by steady improvement in the office sector during the first nine months of 2022, as well as continued strength in the industrial sector. Property, facilities and project management revenue growth was primarily driven by growth in our project management and facilities management businesses, which also resulted in Gross contract reimbursables growth of 14%. Partially offsetting these trends were unfavorable movements in foreign currency of $218.9 million or 2.0% compared to the year ended December 31, 2021 as a result of a stronger U.S. Dollar. In addition, in the second half of 2022, a less constructive macroeconomic environment, including increases in interest rates, adversely affected commercial real estate transaction volume, which contributed to a 12% decline in Capital markets revenue from the prior year.

Costs of services

Costs of services of $8.2 billion increased $705.1 million or 9% compared to the year ended December 31, 2021. Cost of services provided to clients increased 7% principally due to higher variable costs, including commissions as a result of higher Leasing revenue, as well as higher subcontractor costs due to revenue growth in Property, facilities and project management. Cost of gross contract reimbursables increased 14% driven by the continued stability and growth in our Property, facilities and project management service line. Total costs of services as a percentage of total revenue were 81% for 2022 compared to 79% for 2021.

Operating, administrative and other

Operating, administrative and other expenses of $1.3 billion increased by $34.6 million or 3% compared to the year ended December 31, 2021, primarily driven by higher salaries and wages, as well as higher technology, communication and consulting expenses. Operating, administrative and other expenses as a percentage of total revenue were 12% for 2022 compared to 13% for 2021.

Restructuring, impairment and related charges

Restructuring, impairment and related charges were $8.9 million, a decrease of $35.6 million compared to the year ended December 31, 2021. This decrease principally reflects the reduction of severance-related costs and impairment charges in connection with the Company's previously announced strategic realignment of the business, which was substantially complete at the end of 2021, partially offset by severance-related costs in the fourth quarter of 2022 in connection with an initial reduction in our workforce across select roles.

Earnings from equity method investments

Earnings from equity method investments of $85.0 million increased by $63.8 million compared to the year ended December 31, 2021, primarily due to the earnings recognized from our equity method investment with Greystone in the Americas, which was finalized in December 2021.

Other (expense) income, net

Other expense during the year ended December 31, 2022 of $89.0 million reflects net unrealized losses on fair value investments of $84.2 million, primarily related to our investment in WeWork, which closed during the fourth quarter of 2021, partially offset by royalty income. In addition, the Company recognized a loss of $13.8 million in the first quarter of 2022 related to the disposal of our operations in Russia. Comparatively, other income during the year ended December 31, 2021 of $1.2 million reflects royalty income partially offset by net unrealized losses on fair value investments of $10.4 million.

Provision for income taxes

Provision for income taxes for 2022 was $141.6 million on earnings before income taxes of $338.0 million. For 2021, the provision for income taxes was $89.9 million on earnings before income taxes of $339.9 million. The increase in provision for income taxes was primarily driven by utilization of net operating losses in the U.S. in the prior year not available in the current year and changes in the jurisdictional mix of earnings. In addition, unrealized losses on fair value investments are included in earnings before income taxes but excluded from the tax computation which resulted in a higher effective tax rate when compared to the prior year.

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Net income and Adjusted EBITDA

Net income of $196.4 million decreased by $53.6 million or 21% compared to the year ended December 31, 2021, primarily driven by a decline in Capital markets revenue of 12% due to a less constructive macroeconomic environment which resulted in lower commercial real estate transaction volumes, COVID-19 related restrictions in China, higher commissions expense, unfavorable movements in foreign currency, and unrealized losses on fair value investments. Partially offsetting these trends was an increase in earnings recognized from our equity method investment with Greystone in the Americas, as well as the strong revenue performance of our Leasing and Property, facilities and project management service lines which grew 13% and 9%, respectively.

Adjusted EBITDA of $898.8 million increased by $12.4 million or 1% compared to prior year, driven by the same factors impacting Net income discussed above, with the exception of unrealized losses on fair value investments. Adjusted EBITDA margin, measured against service line fee revenue, of 12.4% for the year ended December 31, 2022 decreased 46 basis points compared to 12.9% in the year ended December 31, 2021.

Segment Operations

We report our operations through the following segments: (1) Americas, (2) Europe, Middle East and Africa ("EMEA") and (3) Asia Pacific ("APAC"). The Americas consists of operations located in the United States, Canada and key markets in Latin America. EMEA includes operations in the United Kingdom, France, Netherlands and other markets in Europe and the Middle East. APAC includes operations in Australia, Singapore, China and other markets in the Asia Pacific region.

For segment reporting, Service line fee revenue represents revenue for fees generated from each of our of service lines. Gross contract reimbursables reflect revenue paid by clients which have substantially no margin. Our measure of segment results, Adjusted EBITDA, excludes depreciation and amortization, as well as integration and other costs related to merger, pre-IPO stock-based compensation, unrealized (gains) / losses on investments, acquisition related costs and efficiency initiatives, and other items.

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Americas Results

The following table summarizes our results of operations of our Americas operating segment for the years ended December 31, 2022 and 2021 (in millions):

Year Ended December 31,
20222021% Change in USD% Change in Local Currency
Revenue:
Property, facilities and project management$2,434.0$2,221.910%10%
Leasing1,669.71,392.820%20%
Capital markets987.11,110.9(11)%(11)%
Valuation and other198.1193.72%3%
Total service line fee revenue(1)5,288.94,919.38%8%
Gross contract reimbursables(2)2,462.12,096.017%18%
Total revenue$7,751.0$7,015.310%11%
Costs and expenses:
Americas Fee-based operating expenses$4,650.3$4,281.89%9%
Cost of gross contract reimbursables2,462.12,096.017%18%
Segment operating expenses$7,112.4$6,377.812%12%
Net income$202.6$185.99%9%
Adjusted EBITDA$715.5$647.011%11%

(1) Service line fee revenue represents revenue for fees generated from each of our service lines.

(2) Gross contract reimbursables reflects revenue from clients which have substantially no margin.

Americas: Year ended December 31, 2022 compared to year ended December 31, 2021

Americas revenue was $7.8 billion, an increase of $735.7 million or 10% from the prior year. The increase in revenue was led by growth in Leasing of 20% and Property, facilities and project management of 10%, partially offset by a decline in Capital markets of 11%. Capital markets declined as a result of a less constructive macroeconomic environment resulting in lower commercial real estate transaction volumes.

Fee-based operating expenses of $4.7 billion increased 9% principally due to higher variable costs, including commissions associated with Leasing revenue growth, higher costs for materials associated with Property, facilities and project management growth, and higher employment costs. As a result of the corresponding revenue mix and associated variable costs, fee-based operating expenses as a percentage of Total service line fee revenue was 88% in 2022 compared to 87% in 2021.

Adjusted EBITDA of $715.5 million increased $68.5 million or 11%, and resulted in margin expansion of 38 basis points, principally driven Property, facilities and project management and Leasing growth and earnings from our equity method investment with Greystone, offset by declines in Capital markets and higher commissions expense.

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EMEA Results

The following table summarizes our results of operations of our EMEA operating segment for the years ended December 31, 2022 and 2021 (in millions):

Year Ended December 31,
20222021% Change in USD% Change in Local Currency
Revenue:
Property, facilities and project management$373.7$370.31%14%
Leasing233.9246.5(5)%6%
Capital markets142.1168.8(16)%(6)%
Valuation and other177.7190.9(7)%5%
Total service line fee revenue(1)927.4976.5(5)%7%
Gross contract reimbursables(2)102.7136.6(25)%(16)%
Total revenue$1,030.1$1,113.1(7)%4%
Costs and expenses:
EMEA Fee-based operating expenses$827.6$864.7(4)%7%
Cost of gross contract reimbursables102.7136.6(25)%(16)%
Segment operating expenses$930.3$1,001.3(7)%4%
Net income (loss)$(24.7)$2.8n.m.n.m.
Adjusted EBITDA$106.0$117.9(10)%3%

n.m. not meaningful

(1) Service line fee revenue represents revenue for fees generated from each of our service lines.

(2) Gross contract reimbursables reflects revenue from clients which have substantially no margin.

EMEA: Year ended December 31, 2022 compared to year ended December 31, 2021

EMEA revenue was $1.0 billion, a decrease of $83.0 million or 7% from the prior year. Excluding the unfavorable impact of foreign currency of $124.2 million, EMEA revenue grew by 4% on a local currency basis. This growth was principally driven by Property, facilities and project management and Leasing, which increased 14% and 6%, respectively, on a local currency basis, partially offset by a decline in Capital markets of 6% on a local currency basis. Capital markets declined as a result of a less constructive macroeconomic environment resulting in lower commercial real estate transaction volumes. Gross contract reimbursables decreased 16% on a local currency basis driven by changes in mix from the prior year.

Fee-based operating expenses of $827.6 million increased 7% on a local currency basis principally due to higher variable costs associated with revenue growth in our Property, facilities and project management service line and higher employment costs. Fee-based operating expenses as a percentage of Total service line fee revenue remained flat at 89% in 2022 compared to 2021.

Adjusted EBITDA of $106.0 million decreased $11.9 million, primarily driven by declines in Capital markets and unfavorable foreign currency movements. On a local currency basis, Adjusted EBITDA increased 3% from the prior year.

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APAC Results

The following table summarizes our results of operations of our APAC operating segment for the years ended December 31, 2022 and 2021 (in millions):

Year Ended December 31,
20222021% Change in USD% Change in Local Currency
Revenue:
Property, facilities and project management$673.4$593.214%20%
Leasing180.1204.1(12)%(6)%
Capital markets58.670.5(17)%(10)%
Valuation and other119.7127.5(6)%(2)%
Total service line fee revenue(1)1,031.8995.34%10%
Gross contract reimbursables(2)292.8265.010%19%
Total revenue$1,324.6$1,260.35%12%
Costs and expenses:
APAC Fee-based operating expenses$962.5$891.88%14%
Cost of gross contract reimbursables292.8265.010%19%
Segment operating expenses$1,255.3$1,156.89%15%
Net income$18.5$61.3(70)%(62)%
Adjusted EBITDA$77.3$121.5(36)%(32)%

(1) Service line fee revenue represents revenue for fees generated from each of our service lines.

(2) Gross contract reimbursables reflects revenue from clients which have substantially no margin.

APAC: Year ended December 31, 2022 compared to year ended December 31, 2021

APAC revenue was $1.3 billion, an increase of $64.3 million or 5% from the prior year. Excluding the unfavorable impact of foreign currency of $81.1 million, APAC revenue grew by 12% on a local currency basis. Revenue growth in Property, facilities and project management of 20%, on a local currency basis, was largely offset by declines in Leasing and Capital markets revenue, primarily due to COVID-19 related restrictions in China.

Fee-based operating expenses of $962.5 million increased 14% on a local currency basis principally due to higher variable costs associated with revenue growth in our Property, facilities and project management service line. As a result of the corresponding revenue mix and associated variable costs, fee-based operating expenses as a percentage of Total service line fee revenue was 93% in 2022 compared to 90% in 2021.

Adjusted EBITDA of $77.3 million decreased $44.2 million, primarily due to the impact of COVID-19 related restrictions in China, and higher variable costs associated with revenue growth in our Property, facilities and project management service line.

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Liquidity and Capital Resources

Our primary sources of liquidity are cash flows from operations, available cash reserves and debt capacity under our available credit facilities. Our primary uses of liquidity are operating expenses, acquisitions, investments and debt payments.

While macroeconomic challenges and geopolitical uncertainty are present, we believe that we have maintained sufficient liquidity to satisfy our working capital and other funding requirements, including capital expenditures, and expenditures for human capital and contractual obligations, with operating cash flow and, as necessary, cash on hand and borrowings under our revolving credit facility. We continually evaluate opportunities to obtain, retire or restructure our debt, credit facilities or financing arrangements for strategic reasons or to obtain additional financing to fund investments, operations and obligations to further strengthen our financial position.

We have historically relied on our operating cash flow to fund our working capital needs and ongoing capital expenditures on an annual basis. Our operating cash flow is seasonal—typically lowest in the first quarter of the year, when revenue is lowest, and greatest in the fourth quarter of the year, when revenue is highest. The seasonal nature of our operating cash flow can result in a mismatch with funding needs, which we manage using available cash on hand and, as necessary, borrowings under our revolving credit facility or A/R Securitization arrangement.

In the absence of a large strategic acquisition or other extraordinary events, we believe our cash on hand, cash flow from operations and availability under our revolving credit facility will be sufficient to meet our anticipated cash requirements for the foreseeable future, and at a minimum for the next 12 months. We may seek to take advantage of opportunities to refinance existing debt instruments, as we have done in the past, with new debt instruments at interest rates, maturities and terms we consider attractive.

As of December 31, 2022, the Company had $1.7 billion of liquidity, consisting of cash and cash equivalents of $0.6 billion and our undrawn revolving credit facility of $1.1 billion.

The Company's amounts outstanding under its 2018 First Lien Loan and its 2020 Notes were $2.6 billion and $0.6 billion, respectively, as of December 31, 2022. Our level of indebtedness increases the possibility that we may be unable to pay the principal amount of our indebtedness and other obligations when due. In addition, we may incur additional debt from time to time to finance strategic acquisitions, investments, joint ventures or for other purposes, subject to the restrictions contained in the documents governing our indebtedness. If we incur additional debt, the risks associated with our leverage, including our ability to service our debt, would increase. See "Risk Factors" included in Item 1A. Despite our current indebtedness levels, we and our subsidiaries may still be able to incur substantially more debt, which could further exacerbate the risks associated with our substantial leverage. In addition, as discussed above, in January 2023, we extended the maturity date of $1.0 billion of our $2.6 billion 2018 First Lien Loan to January 31, 2030.

As a professional services firm, funding our operating activities is not capital intensive. Total capital expenditures for the year ended December 31, 2022 were $50.7 million.

The Company is also party to an off-balance sheet A/R Securitization arrangement whereby it continuously sells trade receivables to an unaffiliated financial institution, which has an investment limit of $200.0 million. Receivables are derecognized from our balance sheet upon sale, for which we receive cash payment and record a deferred purchase price receivable. As of December 31, 2022, the Company had no outstanding balance drawn on the investment limit. The A/R Securitization terminates on June 20, 2023, unless extended or an earlier termination event occurs. Refer to Note 19: Accounts Receivable Securitization of the Notes to the Consolidated Financial Statements for further information.

Debt obligations. Our 2018 Credit Agreement requires quarterly principal payments equal to 0.25% of the aggregate principal amount. As of December 31, 2022, the 2018 Credit Agreement bears interest at a variable interest rate of 1-month LIBOR plus 2.75%, with an effective interest rate of 7.44%. On January 31, 2023, we amended the 2018 Credit Agreement to extend the maturity date of $1.0 billion of our $2.6 billion 2018 First Lien Loan to January 31, 2030 and such portion will bear interest, at the Company’s option, equal to either: (a) the Term SOFR, plus 0.10% (which sum is subject to a minimum floor of 0.50%), plus an applicable margin of 3.25% per annum, or (b) the Base Rate (as defined in the 2018 Credit Agreement), plus an applicable margin of 2.25% per annum. The August 21, 2025 maturity date of the remaining $1.6 billion 2018 First Lien Loan remains unchanged. Because the 2018 Credit Agreement bears interest at a variable interest rate, the amount of expected future annual interest payments cannot be determined. Our 2020 Notes bear interest at a rate of 6.75% per annum, and expected annual interest payments would be approximately $43.9 million until the notes mature in May 2028.

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Lease obligations. Our lease obligations primarily consist of operating leases of office space in various buildings for our own use. As of December 31, 2022 the Company had operating lease obligations of $496.7 million, with $124.4 million due within 12 months. Refer to Note 15: Leases of the Notes to the Consolidated Financial Statements for further discussion.

Defined benefit plan obligations. Benefits to be paid out by our defined benefit plans will be funded from the assets held by these plans. If the assets these plans hold are not sufficient to fund these payments, we will fund the remaining obligations through available cash. We have historically funded pension costs as actuarially determined and as applicable laws and regulations require. Refer to Note 11: Employee Benefits of the Notes to the Consolidated Financial Statements for further discussion.

Deferred and earn-out obligations. Our material cash requirements require long-term liquidity to facilitate the payment of obligations related to acquisitions. For the year ended December 31, 2022, we paid $32.8 million in cash consideration for our various acquisitions, net of cash acquired. Acquisitions are often structured with deferred and/or contingent payments in future periods that are subject to the passage of time, achievement of certain performance metrics and/or other conditions. As of December 31, 2022, the maximum potential payment for earn-outs was $32.8 million, subject to the achievement of certain performance conditions. The final amount of related payments cannot be determined due to their nature as estimates or outcomes having connection to future events. As of December 31, 2022, we had accrued total deferred consideration and contingent earn-outs payable of $10.1 million in Accounts payable and accrued expenses and $43.7 million in Other non-current liabilities in the accompanying Consolidated Balance Sheets.

Income tax liabilities. As of December 31, 2022, our current and non-current tax liabilities, including interest and penalties, totaled $70.9 million. Of this amount, we can reasonably estimate that $33.1 million will require cash settlement in less than one year. We are unable to reasonably estimate the timing of the effective settlement of tax positions for the remaining $37.8 million.

Historical Cash Flows

Year Ended December 31,
Cash Flow Summary20222021
Net cash provided by operating activities$49.1$549.5
Net cash used in investing activities(120.7)(749.5)
Net cash used in financing activities(79.3)(65.8)
Effects of exchange rate fluctuations on cash, cash equivalents and restricted cash(20.4)(8.0)
Total change in cash, cash equivalents and restricted cash$(171.3)$(273.8)

Operating Activities

We generated $49.1 million of cash from operating activities during the year ended December 31, 2022, a decrease of $500.4 million compared to the year ended December 31, 2021. For the year ended December 31, 2022, we used net working capital for operations of $538.8 million, an increase of $503.0 million compared to the year ended December 31, 2021. This was principally driven by increases in trade receivables as a result of growth in our Property, facilities and project management service line, increases in cash paid for income taxes, and higher bonus, commission and brokerage investment payments.

Investing Activities

We used $120.7 million in cash for investing activities during the year ended December 31, 2022, which primarily reflects capital expenditures of $50.7 million, acquisitions of $32.8 million and investments in equity securities of $26.4 million in line with our multi-year growth strategy. Cash used in investing activity during the year ended December 31, 2021 primarily reflects our strategic investments in Greystone and WeWork of approximately $504.0 million and $150.0 million, respectively, as well as capital expenditures of $53.8 million.

Financing Activities

We used $79.3 million in cash for financing activities during the year ended December 31, 2022, an increase of $13.5 million from the prior year primarily driven an increase in cash paid for employee related taxes in connection with the vesting of equity awards, offset by lower payments of deferred and contingent consideration.

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Indebtedness

Refer to Note 10: Long-Term Debt and Other Borrowings and Note 9: Derivative Financial Instruments and Hedging Activities of the Notes to the Consolidated Financial Statements for further discussion.

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