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Perella Weinberg Partners (PWP) FY 2024 MD&A

Verbatim Item 7 Management's Discussion and Analysis from Perella Weinberg Partners's 10-K for fiscal year 2024. Filing date: 2025-02-27. Report date: 2024-12-31. Accession: 0001777835-25-000056.

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: PWP · All MD&A years: index · Previous year: FY 2023 · Next year: FY 2025

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.

Executive Overview

We are a leading global independent advisory firm that provides strategic and financial advice to clients across some of the most active industry sectors and international markets. Our wide range of global clients include large public multinational corporations, mid-sized public and private companies, individual entrepreneurs, private and institutional investors, creditor committees and government institutions.

For further information regarding our business, refer to “Part I. Item 1. Business” and “Part I. Item 1A. Risk Factors” of this filing.

Business Environment

Economic and global financial market conditions impact our financial performance. The market environment for advisory services is improving, driving increased dialogue and activity levels across the traditional M&A markets.

Our core advisory services benefit from macroeconomic changes that impact our client base and lead them to consider business combinations, acquisitions and divestitures, capital raises and restructurings. We continue to invest in our platform to achieve scale, accelerate growth, and deliver value.

See “Part I — Item 1A. Risk Factors” included elsewhere in this Form 10-K for a discussion of some of the factors that can affect our performance.

Key Financial Measures

Revenues

We operate in a highly competitive environment, and each revenue-generating engagement is separately solicited and negotiated. Our fee-paying client engagements are not predictable, and we may experience fluctuations in revenues from quarter to quarter. To develop new business, we maintain an active business dialogue with existing and potential clients, and we expect to add new clients each year through expanding our relationships, hiring senior advisory professionals, and receiving introductions from our relationship network. However, we also lose clients each year due to various factors, such as sales or mergers, changes in clients’ senior management, and competition from other financial services firms.

Our revenue recognition is often tied to the completion of a transaction, which can be delayed or terminated due to various reasons, including failure to obtain regulatory or board approval, failure to secure financing, or adverse market conditions. Larger transactions may take longer to close, adding unpredictability to the timing of revenues. Despite our efforts, we may receive lower advisory fees or no fee at all if a transaction is not completed. Other barriers to the completion of restructuring transactions include a lack of anticipated bidders, failure to obtain court approval, or a failure to reach an agreement with creditors. In such cases, our advisory fees may be limited to monthly retainer fees plus the reimbursement of expenses.

We do not present our revenue by the type of advice we provide because of the complexity of the transactions on which we may earn revenue and our holistic approach to client service. For instance, a traditional M&A engagement may require additional advisory services, such as capital markets or capital solutions advice or a private capital raise, which may call for cross-functional expertise from our professionals. We focus on dedicating the necessary resources and expertise to each engagement, regardless of product lines, to achieve the desired outcome for our clients. Consequently, tracking the type of advisory service offered in each instance is not practical.

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Operating Expenses

Our operating expenses are classified as (i) total compensation and benefits expenses including equity-based compensation, and (ii) non-compensation expenses.

Compensation and Benefits Expenses

Our compensation and benefits expenses consist of salaries, bonuses (discretionary awards and guaranteed amounts), severance, payroll and related taxes, benefits, and the amortization of equity-based compensation awards that are subject to a service-based vesting condition, and in some cases, a market-based performance vesting condition. These expenses also include signing bonuses and compensation paid pursuant to guarantees for new hires.

Compensation is determined by management based on revenues earned, headcount, labor market conditions, and anticipated compensation requirements for our employees. Such factors can fluctuate, including headcount and revenues earned, and as a result, our compensation expenses may fluctuate materially in any particular period.

At the time of the Merger, the Company entered into vesting acceleration agreements with certain holders of Professional Partners Awards to accelerate vesting for all Professional Partners Awards during the second quarter of 2024 (the “Vesting Acceleration”). Prior to the Merger, the amortization expense for the Professional Partners Awards was allocated fully to non-controlling interests. As a result of the Merger, these awards are considered granted by PWP OpCo and PWP OpCo as a whole bore the cost of the cash settlement feature of the awards, which was added in conjunction with the Merger. As a result, subsequent to the Merger, the Company allocated the costs associated with these awards between Perella Weinberg Partners and non-controlling interests in proportion to their ownership interests, which is consistent with the allocation of the other profit and loss activity of PWP OpCo.

Non-Compensation Expenses

Our non-compensation expenses include the costs of professional fees, technology and infrastructure, rent and occupancy, travel and related expenses, depreciation and amortization and general, administrative and other expenses. Our non-compensation expenses also include certain expenses reimbursed by our clients. Overall, our non-compensation expenses are subject to variability due to multiple factors, including headcount, business needs, and inflation.

Non-Operating Income (Expenses)

Non-operating income (expenses) includes the impact of income and expense items that we consider to be non-operational in nature, which typically includes interest income and expense and other non-operating gains (losses), including the impact of foreign exchange rate fluctuations.

Non-Controlling Interests

Non-controlling interests represent the ownership interests in PWP OpCo held by holders other than Perella Weinberg Partners, which are current and former working partners. Profits and losses of PWP OpCo are allocated to the non-controlling interests in proportion to their ownership interest regardless of their basis, with an exception for certain equity-based compensation expense which was fully attributed to non-controlling interests prior to the Merger.

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Results of Operations

The following is a discussion of our results of operations for the years ended December 31, 2024 and 2023. For a discussion of the year ended December 31, 2023 versus 2022, refer to Item 7, “Management’s Discussion and Analysis of Financial Condition and Results of Operations – Results of Operations” in our Form 10-K for the year ended December 31, 2023.

Year Ended December 31,
(Dollars in thousands)2024202320222024 vs. 20232023 vs. 2022
Revenues$878,039$648,652$631,50735%3%
Expenses
Compensation and benefits525,941426,572391,33323%9%
Equity-based compensation258,296182,375154,15842%18%
Total compensation and benefits784,237608,947545,49129%12%
Non-compensation expenses172,334154,805133,74911%16%
Total operating expenses956,571763,752679,24025%12%
Operating income (loss)(78,532)(115,100)(47,733)32%(141)%
Non-operating income (expenses)
Related party income9322,805(100)%(67)%
Other income (expense)10,2771,3487,702662%(82)%
Change in fair value of warrant liabilities15,806%(100)%
Total non-operating income (expenses)10,2772,28026,313351%(91)%
Income (loss) before income taxes(68,255)(112,820)(21,420)40%(427)%
Income tax expense (benefit)21,089(980)10,327NMNM
Net income (loss)$(89,344)$(111,840)$(31,747)20%(252)%
Less: Net income (loss) attributable to non-controlling interests(24,616)(94,617)(49,625)74%(91)%
Net income (loss) attributable to Perella Weinberg Partners$(64,728)$(17,223)$17,878(276)%NM
NM = Not meaningful

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Revenues

The following table provides revenue statistics for the years ended December 31, 2024, 2023, and 2022:

Year Ended December 31,
2024202320222024 vs. 20232023 vs. 2022
Total Advisory Clients221202200192
Total Clients with Fees Greater than $1.0 million14112312718(4)

Revenues were $878.0 million for the year ended December 31, 2024 as compared with $648.7 million for the year ended December 31, 2023, representing an increase of 35%. The increase was attributable to increased mergers and acquisition and financing and capital solutions activity, driven by larger transactions in size and number across the business.

Compensation and Benefits Expenses

For the year ended December 31, 2024, total compensation and benefits expenses were $784.2 million, an increase of 29% compared with $608.9 million for the year ended December 31, 2023. The increase in total compensation and benefits expenses was primarily the result of a higher bonus accrual in the current year period due to a higher revenue base, despite a lower compensation margin. The increase was also driven by higher equity-based compensation expense from the phase-in of our annual incentive award grants, as well as the Vesting Acceleration, which resulted in $144.2 million of equity-based compensation expense for the Professional Partners Awards in the current year period as compared to $68.5 million in the prior year period for the same awards. The increase in total compensation and benefits was partially offset by higher costs incurred in the prior year related to headcount reductions associated with a business realignment.

Non-Compensation Expenses

For the year ended December 31, 2024, total non-compensation expenses were $172.3 million, an increase of 11% compared with $154.8 million for the year ended December 31, 2023. The increase in non-compensation expenses was primarily the result of an increase in professional fees, including consulting fees tied to revenue contribution, bad debt write-offs, and higher depreciation expense due to new assets being placed in service subsequent to the second quarter of 2023 related to the renovation of the New York office space and relocation of the London office space. These increases were partially offset by reduced rent and occupancy costs.

Non-Operating Income (Expenses)

For the year ended December 31, 2024, non-operating income was $10.3 million compared with non-operating income of $2.3 million for the year ended December 31, 2023. In the current period, non-operating income primarily included interest income, which increased from the prior year due to higher interest rates and larger interest-bearing cash balances, and a net gain from foreign exchange rate fluctuations, compared to a net loss in the prior year. For both periods, foreign exchange rate fluctuations largely related to U.S. dollar-denominated cash and intercompany balances held by our foreign subsidiaries, including the settlement of such balances. The year ended December 31, 2023 also included a non-operating loss on investment that did not recur in the current year.

Income Tax Expense (Benefit)

The Company’s income tax expense and effective tax rate were $21.1 million and (30.9)%, respectively, for the year ended December 31, 2024 compared to an income tax benefit and an effective tax rate of $1.0 million and 0.9%, respectively, for the year ended December 31, 2023. The change in the effective tax rate was primarily due to the relative size of our permanent differences in relation to the pre-tax loss in the respective periods, the Vesting Acceleration, and the recognition of tax benefits associated with the appreciation in our share price upon vesting of RSUs above the original grant price during the year ended December 31, 2024.

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Liquidity and Capital Resources

General

We regularly monitor our liquidity position, including cash and cash equivalents, working capital assets and liabilities, commitments and other liquidity requirements. Our primary sources of liquidity are generally our cash and cash equivalent balances, investments in short-term marketable debt securities, the net cash generated from operations, and the available borrowing capacity under our Revolving Credit Facility. Our primary cash needs are for working capital, operating expenses (including cash compensation for our employees), repurchasing shares of the Company’s Class A common stock, withholding tax payments for vested incentive compensation awards, including restricted stock units and performance stock units (the “PWP Incentive Plan Awards”), cash-settled exchanges of PWP OpCo Units, income taxes, dividends and distributions, capital expenditures, making payments pursuant to the tax receivable agreement, commitments, and strategic investments. We generally pay a significant portion of our annual cash incentive compensation during the first quarter of each calendar year with respect to the prior year’s results. Therefore, levels of cash and cash equivalents and/or investments in short-term marketable debt securities generally decline during the first quarter and build over the remainder of the year.

Our current assets are primarily composed of cash and cash equivalents, investments in short-term marketable debt securities, receivables related to fees earned from providing advisory services, certain prepaid expenses and certain amounts due from related parties. Our current liabilities are primarily composed of accrued employee compensation, accounts payable and other accrued expenses. Cash and cash equivalents include cash held at banks, including interest-bearing money market accounts, and short-term highly liquid investments that have original maturities of three months or less from the date of purchase. We had cash balances of $331.6 million and $247.2 million as of December 31, 2024 and 2023, respectively, and cash equivalents of $20.2 million as of December 31, 2024, which included investments in U.S. Treasury securities. As of December 31, 2023, we held no cash equivalents. Additionally, as of December 31, 2024 and 2023, we held U.S. Treasury securities of $75.8 million and $91.2 million, respectively, which are classified as Investments in short-term marketable debt securities within the consolidated financial statements.

Our liquidity is highly dependent upon cash receipts from clients, which generally require the successful completion of transactions. Accounts receivable typically have net terms of 30 days. Accounts receivable, net of allowance for credit losses, were $73.3 million and $47.8 million as of December 31, 2024 and 2023, respectively.

We have a Revolving Credit Facility with Cadence Bank with an available line of credit of $50.0 million. Additionally, up to $20.0 million of incremental revolving commitments above the $50.0 million commitment amount may be incurred under the Credit Agreement. As of December 31, 2024 and 2023, we had no outstanding balance related to the Revolving Credit Facility and no incremental revolving commitments were incurred. For further information on the Revolving Credit Facility, refer to Note 9—Debt in the notes to consolidated financial statements included elsewhere in this Form 10-K.

On March 1, 2024, we issued and sold 5,750,000 shares of Class A common stock at a price of $12.00 per share for net proceeds of $66.0 million after deducting underwriting discounts and offering costs.

During the second quarter of 2024, we paid or accrued a combined $86.6 million in settlement of certain Professional Partners Awards in connection with the Vesting Acceleration. Refer to Note 11—Equity-Based Compensation in the notes to the consolidated financial statements for further information regarding the Vesting Acceleration. Also during the year ended December 31, 2024, we elected to settle exchanges of certain PWP OpCo Units and corresponding shares of Class B common stock for $63.4 million in cash.

During the year ended December 31, 2024, we made $70.4 million of withholding tax payments for vested PWP Incentive Plan Awards. Withholding tax payments for vested equity-classified Professional Partners Awards are included in the above-disclosed amount paid or accrued in settlement of certain Professional Partners Awards in connection with the Vesting Acceleration.

Based on current market conditions, we believe that our cash on hand, cash equivalents, investments in short-term marketable debt securities, net cash generated from operations, and the available borrowing capacity under our Revolving Credit Facility will be sufficient to meet our operating needs and commitments for the next twelve months; however, if these sources of liquidity are not sufficient, we may seek additional debt or equity financing.

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Cash Flows

A summary of our operating, investing and financing cash flows is as follows:

Year Ended December 31,
(Dollars in thousands)202420232022
Cash Provided By (Used In)
Operating Activities
Net income (loss)$(89,344)$(111,840)$(31,747)
Non-cash charges and other operating activity adjustments224,073213,224162,414
Other operating activities88,63044,499(148,440)
Total operating activities223,359145,883(17,773)
Investing Activities(98)(5,818)(166,231)
Financing Activities(137,252)(67,018)(136,768)
Effect of exchange rate changes on cash, cash equivalents and restricted cash(3,340)2,889(9,837)
Net increase (decrease) in cash, cash equivalents and restricted cash82,66975,936(330,609)
Cash, cash equivalents and restricted cash, beginning of period250,102174,166504,775
Cash, cash equivalents and restricted cash, end of period$332,771$250,102$174,166

Year Ended December 31, 2024

Operating activities resulted in a net cash inflow of $223.4 million primarily attributable to cash collections from clients, net of cash operating expense outflows, including the settlement of liability-classified Professional Partners Awards during the second quarter and discretionary bonuses paid during the first quarter of 2024 with respect to prior year compensation expense.

Investing activities resulted in a net cash outflow of $0.1 million attributable to the purchase of investments in U.S. Treasury securities and payments for additional investments and capital expenditures related to office space renovations, which was almost fully offset by a cash inflow from the maturation of investments in U.S. Treasury securities.

Financing activities resulted in a net cash outflow of $137.3 million primarily due to withholding tax payments for vested PWP Incentive Plan Awards and equity-classified Professional Partners Awards, the cash settlement of exchanges of PWP OpCo Units, share repurchases, dividend payments, and distributions to partners, all of which was partially offset by the issuance of 5,750,000 shares of Class A common stock for net proceeds of $66.0 million.

Year Ended December 31, 2023

Operating activities resulted in a net cash inflow of $145.9 million primarily attributable to cash collected from clients, net of cash operating expense outflows, including discretionary bonuses paid during the first quarter of 2023 with respect to prior year compensation expense.

Investing activities resulted in a net cash outflow of $5.8 million largely attributable to the purchase of investments in U.S. Treasury securities and the purchase of leasehold improvement fixed assets associated with the renovation of the New York office space and relocation of the London office space, partially offset by a cash inflow from the maturation of investments in U.S. Treasury securities.

Financing activities resulted in a net cash outflow of $67.0 million primarily related to withholding tax payments for vested PWP Incentive Plan Awards, the repurchase of shares pursuant to the stock repurchase program, dividend payments, and distributions to partners.

For a discussion of the year ended December 31, 2022, refer to Item 7, “Management’s Discussion and Analysis of Financial Condition and Results of Operations – Cash Flows” in our Form 10-K for the year ended December 31, 2023.

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Share Repurchase Program

Our board of directors approved a stock repurchase program under which we are authorized to repurchase up to $200.0 million of our Class A common stock with no requirement to purchase any minimum number of shares. During the year ended December 31, 2024, we repurchased 1,000,000 founder shares at a purchase price of $15.00 per share. As of December 31, 2024, $93.8 million remains of the $200.0 million authorized for share repurchases.

Exchange Rights

In accordance with the limited partnership agreement of PWP OpCo, holders of PWP OpCo Units (other than the Company) may exchange these units for (i) shares of Class A common stock on a one-for-one basis or (ii) cash from an offering of shares of Class A common stock and (iii) subsequent to the Merger, cash from any other source. Whether future exchanges are settled in cash or shares of Class A common stock is at our discretion and will depend on our liquidity and capital resources, market conditions, the timing and concentration of exchange elections and other factors. See Note 10—Stockholders’ Equity and Redeemable Non-Controlling Interests in the notes to consolidated financial statements included elsewhere in the Form 10-K for further information.

Regulatory Capital

We actively monitor our regulatory capital base. Our principal subsidiaries are subject to regulatory requirements in their respective jurisdictions to ensure general financial soundness and liquidity. This requires, among other things, that we comply with certain minimum capital requirements, record-keeping, reporting procedures, experience and training requirements for employees and certain other requirements and procedures. These regulatory requirements may restrict the flow of funds to and from affiliates. Refer to Note 6—Regulatory Requirements in the notes to consolidated financial statements included elsewhere in this Form 10-K for further information. These regulations differ in the United States, United Kingdom, Canada, France and other countries in which we operate a registered broker-dealer or regionally similar construct. The license or regulatory framework under which we operate in each such country is meant to comply with applicable laws and regulations to conduct an advisory business. We believe that we provide each of our subsidiaries with sufficient capital and liquidity, consistent with their business and regulatory requirements to effectively operate in each jurisdiction.

Tax Receivable Agreement

As of December 31, 2024, we had an amount due of $65.5 million pursuant to the tax receivable agreement, which represents management’s best estimate of the amounts currently expected to be owed in connection with the tax receivable agreement for the Business Combination and subsequent exchanges made to date. See Note 15—Related Party Transactions in the notes to consolidated financial statements included elsewhere in this Form 10-K for further information as well as the expected timing of payments.

Leases

We have various non-cancelable operating leases for our office space and certain equipment. As of December 31, 2024, we had $187.3 million of operating lease liabilities. See Note 4—Leases in the notes to consolidated financial statements included elsewhere in this Form 10-K for further information as well as the expected timing of payments.

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Market Risk and Credit Risk

Our business is not capital-intensive and we do not invest in derivative instruments. We are not subject to significant market risk (including interest rate risk and commodity price risk) or significant credit risk.

Risks Related to Cash and Cash Equivalents

Our cash and cash equivalents include any short-term highly liquid investments that are readily convertible to known amounts of cash and have original maturities of three months or less from the date of purchase. Cash is maintained in U.S. and non-U.S. bank accounts. Most account balances exceed U.S. Federal Deposit Insurance Corporation (FDIC) coverage limits or the coverage limits of the relevant foreign deposit insurance system, as applicable. We believe our cash and cash equivalents are not subject to any material interest rate risk, equity price risk, credit risk or other market risk.

Credit Risk

We regularly review our accounts receivable and allowance for credit losses by considering factors such as historical experience, credit quality, age of the accounts receivable, and the current economic conditions that may affect a client’s ability to pay such amounts owed to us. We maintain an allowance for credit losses that, in our opinion, provides for an adequate reserve to cover current expected credit losses. Refer to Note 2—Summary of Significant Accounting Policies in the notes to consolidated financial statements included elsewhere in this Form 10-K for further information.

When we invest our excess cash, we manage our credit risk exposure by holding investments primarily with investment grade credit quality. As of December 31, 2024, the Company held investments of $96.0 million in U.S. Treasury securities with maturities of less than 12 months. Of this amount, $20.2 million is presented in Cash and cash equivalents and $75.8 million is presented in Investments in short-term marketable debt securities on the Consolidated Statements of Financial Condition.

Exchange Rate Risk

We are exposed to exchange rate risk as a result of having foreign subsidiaries with non-U.S. dollar functional currencies as well as from entering into transactions and holding monetary assets and liabilities that are not denominated in the functional currency of its operating subsidiaries. Specifically, the reported amounts in our consolidated financial statements may be affected by movements in the rate of exchange between the pound sterling, euro, and Canadian dollar and our reporting currency, the U.S. dollar. For the years ended December 31, 2024 and 2023, the net impact of non-functional currency-related transaction gains and losses recorded in Other income (expense) on our Consolidated Statements of Operations was a $1.3 million gain and a $3.3 million loss, respectively, primarily related to U.S. dollar-denominated cash and intercompany receivables held by our foreign subsidiaries as the strength of the U.S. dollar fluctuated. For the years ended December 31, 2024 and 2023, the net impact from the fluctuation of foreign currencies recorded in Foreign currency translation gain (loss) on our Consolidated Statements of Comprehensive Income (Loss) was a $2.5 million loss and a $4.1 million gain, respectively. We have not entered into any transactions to hedge our exposure to these foreign currency fluctuations using derivative instruments or other methods but may do so if we deem appropriate in the future. As of December 31, 2024, we held cash balances of $37.7 million in non-U.S. dollar currencies, composed of pound sterling, euros, and Canadian dollars.

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Critical Accounting Estimates

The preparation of our consolidated financial statements and related disclosures in conformity with U.S. GAAP requires management to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenues, expenses, and the disclosure of contingent assets and liabilities. The following are our critical accounting estimates and judgments used in the preparation of our consolidated financial statements. We believe that these critical accounting estimates represent those that are most important to the presentation of our financial condition and results of operations and require management's most difficult, subjective and complex judgment. Due to their subjectivity, actual results could differ from those estimates. Estimates and the assumptions underlying these estimates are reviewed periodically, and the effects of revisions are reflected in the period in which they are determined to be necessary.

Revenue Recognition

The services provided under contracts with clients include transaction-related advisory services, fairness opinion services, research, and underwriting services. The fee structures for the Company’s transaction-related advisory services often involve an “all or nothing” consideration amount and the associated fees are predominantly considered variable as they are often based on the ultimate transaction value or the outcome ultimately achieved and/or are susceptible to factors outside of the Company’s influence, such as third-party negotiations, regulatory approval, court approval, and shareholder votes. Accordingly, a large portion of the fees associated with these services is constrained until substantially all services have been provided, specified conditions have been met and/or certain milestones have been achieved, and it is probable that a significant revenue reversal will not occur in a future period, the determination of which may require significant judgment, especially when assessed near the end of a reporting period, and/or involve material amounts. Due to this constraint, a significant portion of revenue recognized for advisory services in any given period often relates to services performed in prior periods.

The Company records deferred revenue when it receives fees from clients that have not yet been earned or when the Company has an unconditional right to consideration before all performance obligations are complete (e.g., when announcement fees are received but additional services are expected to be provided between transaction announcement and transaction close). In these cases, the deferred amount is often based on an estimate of the services remaining to be completed, if any. The determination of when and to what extent to subsequently recognize deferred variable fees may require significant judgment, particularly when milestones are met near the end of a reporting period and in cases where additional services are expected to be provided subsequent to the achievement of the milestone.

Certain fixed fees specified in the Company’s contracts, which may include upfront fees and retainers, are recognized on a systematic basis over the estimated period in which the related services are performed. Estimating contract terms may require significant judgment and often change over the course of an engagement.

Income Taxes

We regularly assess the likelihood that we will be able to recover our deferred tax assets. We believe that we will ultimately recover the deferred tax assets recorded on our Consolidated Statements of Financial Condition. However, should there be a change in the likelihood of our ability to recover our deferred tax assets, our tax provision would increase with the recording of a valuation allowance in the period in which we determined that the recovery is not likely. In evaluating our ability to recover our deferred tax assets in the jurisdiction from which they arise, we consider all available positive and negative evidence, including projected future taxable income. In projecting future taxable income, we begin with historical results and incorporate certain assumptions, including revenue growth and operating margin. The assumptions about future taxable income require the use of significant judgment and are consistent with the plans and estimates we are using to manage the underlying business.

The calculation of our tax liabilities involves dealing with uncertainties in the application of complex tax laws and regulations. We record unrecognized tax benefits based on whether it is more-likely-than-not that uncertain tax positions will be sustained on the basis of the technical merits of the position. If it is determined an uncertain tax position is more-likely-than-not to be sustained, we recognize the largest amount of tax benefit that is more than 50% likely to be realized upon ultimate settlement with the related tax authority. It is inherently difficult and subjective to estimate such amounts, as we must determine the probability of various possible outcomes.

Refer to Note 8—Income Taxes in the notes to the consolidated financial statements.

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Equity Compensation

A portion of the PWP Incentive Plan Awards granted to certain employees vest upon the occurrence of both service and market conditions being achieved. Compensation expense is recognized for these equity-based awards over the requisite vesting period in an amount equal to the fair value of the awards at the grant date, provided the requisite service period is completed, irrespective of whether the market condition is satisfied. The effect of the market condition is reflected in the grant date fair value of the award. The Company utilized a Monte-Carlo simulation valuation model to determine the grant date fair value which required significant judgment for various inputs including the risk-free interest rate, dividend yield and the volatility factor.

Refer to Note 11—Equity-Based Compensation in the notes to the consolidated financial statements.

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