PEGASYSTEMS INC (PEGA) FY 2022 MD&A
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.
ITEM 7. MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS
BUSINESS OVERVIEW
We develop, market, license, host, and support enterprise software that helps organizations build agility into their business so they can adapt to change. Our powerful low-code platform for workflow automation and artificial intelligence-powered decisioning enables the world’s leading brands and government agencies to hyper-personalize customer experiences, streamline customer service, and automate mission-critical business processes and workflows. With Pega, our clients can leverage our intelligent technology and scalable architecture to accelerate their digital transformation. In addition, our client success teams, world-class partners, and clients leverage our Pega Express™ methodology to design and deploy mission-critical applications quickly and collaboratively.
Our target clients are Global 2000 organizations and government agencies that require solutions to distinguish themselves in the markets they serve. Our solutions achieve and facilitate differentiation by increasing business agility, driving growth, improving productivity, attracting and retaining customers, and reducing risk. Along with our partners, we deliver solutions tailored to the specific industry needs of our clients.
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Subscription transition
We are transitioning our business to sell software primarily through subscription arrangements. Until we fully complete our subscription transition, which we expect will occur in 2023, our operating results may be impacted. Operating performance, revenue mix, and new arrangements in each period can fluctuate based on client preferences for our perpetual and subscription offerings. See risk factor "If we fail to manage our transition to a more subscription-based business model successfully, our results of operations and/or cash flows could be negatively impacted" in Item 1A of this Annual Report for additional information.
Ukraine
Our direct financial exposure to Ukraine, Russia, and Belarus is not material. In 2021, before Russia's invasion of Ukraine, we made a business decision to stop pursuing new clients in Russia and closed our local office. However, the ultimate impact of Russia’s invasion of Ukraine on our business will depend on future developments, including the duration and spread of the conflict and the impact on our people, partners, clients, and vendors in neighboring countries and globally, all of which are uncertain and unpredictable.
Performance metrics
We use performance metrics to analyze and assess our overall performance, make operating decisions, and forecast and plan for future periods, including:
Annual contract value (“ACV”)
ACV represents the annualized value of our active contracts as of the measurement date. The contract's total value is divided by its duration in years to calculate ACV for subscription license and Pega Cloud contracts. Maintenance revenue for the quarter then ended is multiplied by four to calculate ACV for maintenance. ACV is a performance measure that we believe provides useful information to our management and investors, particularly during our subscription transition.
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Remaining performance obligations (“Backlog”)
Reconciliation of GAAP Backlog and Constant Currency Backlog
| (in millions, except percentages) | Q4 2022 | 1 Year Growth Rate | ||||
|---|---|---|---|---|---|---|
| Backlog | $ | 1,356 | 1 | % | ||
| Impact of changes in foreign exchange rates | 39 | 3 | % | |||
| Backlog - Constant Currency | $ | 1,395 | 4 | % |
Note: Constant currency measures are calculated by applying foreign exchange rates for the earliest period shown to all periods. The above constant currency measures reflect foreign exchange rates applicable as of Q4 2021. We believe that non-GAAP financial measures help investors understand our core operating results and prospects, consistent with how management measures and forecasts our performance without the effect of often one-time charges and other items outside our normal operations. The supplementary non-GAAP financial measures are not meant to be superior to or a substitute for financial measures prepared under U.S. GAAP.
Free Cash Flow (1)
| (in thousands, except percentages) | Year Ended December 31, | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2022 | 2021 | Change | ||||||||
| Cash provided by operating activities | $ | 22,336 | $ | 39,118 | (43) | % | ||||
| Investment in property and equipment | (35,379) | (10,456) | ||||||||
| Legal fees | 41,789 | 11,390 | ||||||||
| Interest on convertible senior notes | 4,500 | 4,500 | ||||||||
| Facilities | — | (18,000) | ||||||||
| Other | 6,805 | 115 | ||||||||
| Free cash flow | $ | 40,051 | $ | 26,667 | 50 | % | ||||
| Total Revenue | $ | 1,317,845 | $ | 1,211,653 | ||||||
| Free cash flow margin | 3 | % | 2 | % |
* not meaningful
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(1) Our non-GAAP free cash flow measures reflect the following adjustments:
•Investment in property and equipment: Investment in property and equipment fluctuates in amount and frequency and is significantly affected by the timing and size of investments in our facilities. We believe excluding these amounts provides a useful comparison of our operational performance in different periods.
•Legal Fees: Includes legal and related fees arising from proceedings outside of the ordinary course of business. We believe excluding these expenses from our non-GAAP financial measures is useful to investors as the disputes giving rise to them are not representative of our core business operations and ongoing operating performance.
•Interest on convertible senior notes: In February 2020, we issued convertible senior notes with an aggregate principal amount of $600 million, due March 1, 2025, in a private placement. We believe excluding the interest payments provides a useful comparison of our operational performance in different periods.
•Facilities: In February 2021, we agreed to accelerate our exit from our then Cambridge, Massachusetts headquarters to October 1, 2021, in exchange for a one-time payment from our landlord of $18 million, which was received in October 2021. We believe excluding the impact from our non-GAAP financial measures is useful to investors as the modified lease, including the $18 million payment, is not representative of our core business operations and ongoing operating performance.
•Other: We have excluded capital advisory fees and fees incurred due to the cancellation of in-person sales and marketing events. We believe excluding these amounts from our non-GAAP financial measures is useful to investors as the types of events giving rise to them are not representative of our core business operations and ongoing operating performance.
RESULTS OF OPERATIONS
Revenue
Subscription transition
We are transitioning our business to sell software primarily through subscription arrangements.
This transition has impacted revenue growth as revenue from subscription service arrangements, which includes Pega Cloud and maintenance, is typically recognized over the contract term, while revenue from license sales is recognized when the license rights become effective, typically upfront.
| (Dollars in thousands) | 2022 | 2021 | Change | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pega Cloud | $ | 384,271 | 29 | % | $ | 300,966 | 25 | % | $ | 83,305 | 28 | % | |||||
| Maintenance | 317,564 | 24 | % | 320,257 | 26 | % | (2,693) | (1) | % | ||||||||
| Subscription services | 701,835 | 53 | % | 621,223 | 51 | % | 80,612 | 13 | % | ||||||||
| Subscription license | 366,063 | 28 | % | 336,248 | 28 | % | 29,815 | 9 | % | ||||||||
| Subscription | 1,067,898 | 81 | % | 957,471 | 79 | % | 110,427 | 12 | % | ||||||||
| Perpetual license | 19,293 | 1 | % | 32,172 | 3 | % | (12,879) | (40) | % | ||||||||
| Consulting | 230,654 | 18 | % | 222,010 | 18 | % | 8,644 | 4 | % | ||||||||
| $ | 1,317,845 | 100 | % | $ | 1,211,653 | 100 | % | $ | 106,192 | 9 | % |
The revenue change in 2022 generally reflects the impact of our subscription transition.
Other factors impacting our revenue include:
•The U.S. dollar has strengthened against foreign currencies in our operating markets, which reduced total revenue growth by approximately 4 percent.
•The decrease in maintenance revenue was primarily due to the continuing shift to Pega Cloud.
•The increase in consulting revenue was primarily due to an increase in consultant billable hours in North America.
Gross profit
| (Dollars in thousands) | 2022 | 2021 | Change | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pega Cloud | $ | 267,523 | 70 | % | $ | 202,171 | 67 | % | $ | 65,352 | 32 | % | |||||
| Maintenance | 295,576 | 93 | % | 298,606 | 93 | % | (3,030) | (1) | % | ||||||||
| Subscription services | 563,099 | 80 | % | 500,777 | 81 | % | 62,322 | 12 | % | ||||||||
| Subscription license | 363,421 | 99 | % | 333,859 | 99 | % | 29,562 | 9 | % | ||||||||
| Subscription | 926,520 | 87 | % | 834,636 | 87 | % | 91,884 | 11 | % | ||||||||
| Perpetual license | 19,118 | 99 | % | 31,943 | 99 | % | (12,825) | (40) | % | ||||||||
| Consulting | 3,572 | 2 | % | 8,711 | 4 | % | (5,139) | (59) | % | ||||||||
| $ | 949,210 | 72 | % | $ | 875,290 | 72 | % | $ | 73,920 | 8 | % |
The gross profit change in 2022 was primarily due to a shift in the revenue mix.
•The increase in Pega Cloud gross profit percent was primarily due to cost-efficiency gains as Pega Cloud grows and scales.
•The decrease in consulting gross profit percent was due to an increase in consultant availability.
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Operating expenses
| 2022 | 2021 | Change | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (Dollars in thousands) | % of Revenue | % of Revenue | |||||||||||||||
| Selling and marketing | $ | 624,789 | 47 | % | $ | 625,886 | 52 | % | $ | (1,097) | — | % | |||||
| Research and development | $ | 294,349 | 22 | % | $ | 260,630 | 22 | % | $ | 33,719 | 13 | % | |||||
| General and administrative | $ | 117,734 | 9 | % | $ | 83,506 | 7 | % | $ | 34,228 | 41 | % | |||||
| Restructuring | $ | 21,743 | 2 | % | $ | — | — | % | $ | 21,743 | * |
* not meaningful
•The decrease in selling and marketing was primarily due to a decrease in marketing programs of $12.1 million, partially offset by an increase in professional services of $4.9 million and an increase in facilities expense of $4.9 million.
•The increase in research and development was primarily due to an increase in compensation and benefits of $24.2 million, attributable to an increase in headcount and incentive compensation, and an increase in facilities expense of $4.2 million. The increase in headcount reflects additional investments in developing our solutions.
•The increase in general and administrative was primarily due to an increase in compensation and benefits of $8.4 million, an increase in facilities expense of $2.9 million, and an increase in legal fees and related expenses arising from litigation proceedings outside the ordinary course of business of $16.4 million. We have incurred and expect to continue to incur additional costs for these proceedings in 2023. See "Note 20. Commitments And Contingencies" in Item 8 and Item 1A. “Risk Factors” in this Annual Report for additional information.
•During the fourth quarter of 2022, management committed to a restructuring plan aligned with our target organization go-to-market strategy and commitment to be a Rule of 40 managed company. The plan resulted in a restructuring expense of $21.7 million in 2022, primarily associated with severance and benefits for impacted employees and expenses incurred as a result of the closure of our Salem, New Hampshire office.
Other income and expenses
| (Dollars in thousands) | 2022 | 2021 | Change | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Foreign currency transaction gain (loss) | $ | 4,560 | $ | (6,459) | $ | 11,019 | * | ||||||
| Interest income | 1,643 | 704 | 939 | 133 | % | ||||||||
| Interest expense | (7,792) | (7,956) | 164 | 2 | % | ||||||||
| (Loss) gain on capped call transactions | (57,382) | (23,633) | (33,749) | (143) | % | ||||||||
| Other income, net | 6,579 | 89 | 6,490 | 7,292 | % | ||||||||
| $ | (52,392) | $ | (37,255) | $ | (15,137) | (41) | % |
* not meaningful
•The increase in foreign currency transaction gain (loss) was primarily due to the impact of fluctuations in foreign currency exchange rates associated with foreign currency-denominated cash and receivables held by our subsidiary in the United Kingdom.
•The increase in interest income was primarily due to increases in market interest rates.
•The increase in (loss) gain on capped call transactions was due to fair value adjustments for our capped call transactions. See "Note 14. Fair Value Measurements" in Item 8 of this Annual Report for additional information.
•The increase in other income, net was due to gains on our venture investments.
Provision for (benefit from) income taxes
| (Dollars in thousands) | 2022 | 2021 | ||||
|---|---|---|---|---|---|---|
| Provision for (benefit from) income taxes | $ | 183,785 | $ | (68,947) | ||
| Effective income tax rate (benefit rate) | 114 | % | (52) | % |
The change in the effective income tax rate (benefit rate) in 2022 was primarily due to the recognition of a full valuation allowance of $188.3 million on our U.S. and U.K. deferred tax assets.
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LIQUIDITY AND CAPITAL RESOURCES
| (in thousands) | 2022 | 2021 | ||||
|---|---|---|---|---|---|---|
| Cash (used in) provided by | ||||||
| Operating activities | $ | 22,336 | $ | 39,118 | ||
| Investing activities | 13,075 | 72,503 | ||||
| Financing activities | (46,989) | (121,843) | ||||
| Effect of exchange rate on cash and cash equivalents | (3,333) | (1,712) | ||||
| Net (decrease) in cash and cash equivalents | $ | (14,911) | $ | (11,934) |
| December 31, | ||||||
|---|---|---|---|---|---|---|
| (in thousands) | 2022 | 2021 | ||||
| Held in U.S. entities | $ | 248,389 | $ | 274,813 | ||
| Held in foreign entities | 48,832 | 87,966 | ||||
| Total cash, cash equivalents, and marketable securities | $ | 297,221 | $ | 362,779 |
We believe that our current cash, cash flow from operations, borrowing capacity, and ability to engage in capital market transactions will be sufficient to fund our operations, stock repurchases, and quarterly cash dividends for at least the next 12 months and to meet our known long-term cash requirements. Whether these resources are adequate to meet our liquidity needs beyond that period will depend on our future growth, operating results, and the investments needed to support our operations. We may utilize available funds or seek external financing if we require additional capital resources.
If it becomes necessary or desirable to repatriate these funds, we may be required to pay federal, state, and local income and foreign withholding taxes upon repatriation. However, due to the complexity of income tax laws and regulations, it is impracticable to estimate the amount of taxes we would have to pay. See risk factor "If it becomes necessary or desirable to repatriate our foreign cash balances to the United States, we may be subject to increased taxes, other restrictions, and limitations" in Item 1A of this Annual Report for additional information.
Cash provided by operating activities
We are transitioning our business to sell software primarily through subscription arrangements. This transition has impacted and is expected to continue affecting our billings and cash collections. Subscription licenses and services are typically billed and collected over the contract term, while perpetual license arrangements are generally billed and collected upfront when the license rights become effective.
The change in cash provided by operating activities in 2022 was primarily due to our subscription transition and increased costs as we invested in research and development to support the development of our offerings, partially offset by strong client collections. In addition, in 2022 and 2021, we incurred $34.6 million and $18.2 million in legal fees and related expenses arising from proceedings that originated outside of the ordinary course of business. We expect to continue to incur additional costs for these proceedings. See "Note 20. Commitments And Contingencies" in Item 8 and Item 1A. “Risk Factors” in this Annual Report for additional information
Investing activities
The change in cash provided by investing activities in 2022 was primarily driven by our investments in financial instruments and capital expenditures for our recently completed office in Waltham, Massachusetts. See "Note 11. Leases" in Item 8 of this Annual Report for additional information.
Financing activities
Debt financing
In February 2020, we issued $600 million in aggregate principal amount of convertible senior notes, which mature on March 1, 2025.
In November 2019, and as since amended, we entered into a five-year $100 million senior secured revolving credit agreement (the “Credit Facility”) with PNC Bank, National Association. As of December 31, 2022, we had no outstanding cash borrowings under the Credit Facility but had $27.3 million in outstanding letters of credit which reduce the available borrowing capacity. See "Note 12. Debt" in Item 8 of this Annual Report for additional information.
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Stock repurchase program
Changes in the remaining stock repurchase authority:
| (in thousands) | 2022 | |
|---|---|---|
| December 31, 2021 | $ | 22,583 |
| Authorizations (1) | 60,000 | |
| Repurchases (2) | (24,508) | |
| December 31, 2022 | $ | 58,075 |
(1) On June 2, 2022, we announced that our Board of Directors extended the current stock repurchase program’s expiration date to June 30, 2023.
(2) Purchases under this program have been made on the open market.
Common stock repurchases
| 2022 | 2021 | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (in thousands) | Shares | Amount | Shares | Amount | ||||||||
| Repurchases paid | 280 | $ | 24,508 | 422 | $ | 52,411 | ||||||
| Repurchases unpaid at period end | — | — | 10 | 1,199 | ||||||||
| Stock repurchase program | 280 | 24,508 | 432 | 53,610 | ||||||||
| Tax withholdings for net settlement of equity awards | 342 | 20,620 | 550 | 69,925 | ||||||||
| 622 | $ | 45,128 | 982 | $ | 123,535 |
During 2022 and 2021, instead of receiving cash from the equity holders for the exercise price of options, we withheld shares with a value of $14.3 million and $56.1 million, respectively. These amounts have been excluded from the table above.
Dividends
| (in thousands) | 2022 | 2021 | ||||
|---|---|---|---|---|---|---|
| Dividend payments to stockholders | $ | 9,834 | $ | 9,761 |
We intend to pay a quarterly cash dividend of $0.03 per share. However, the Board of Directors may terminate or modify the dividend program without prior notice.
Contractual obligations
As of December 31, 2022, our contractual obligations were:
| Payments due by period | ||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (in thousands) | 2023 | 2024 | 2025 | 2026 | 2027 and thereafter | Other | Total | |||||||||||||||||||
| Convertible senior notes (1) | $ | 4,500 | $ | 4,500 | $ | 602,250 | $ | — | $ | — | $ | — | $ | 611,250 | ||||||||||||
| Purchase obligations (2) | 21,708 | 18,525 | 20,471 | 14,646 | 14 | — | 75,364 | |||||||||||||||||||
| Operating lease obligations | 18,476 | 17,101 | 14,444 | 10,860 | 49,079 | — | 109,960 | |||||||||||||||||||
| Investment commitments | 1,000 | — | — | — | — | — | 1,000 | |||||||||||||||||||
| Liability for uncertain tax positions (3) | — | — | — | — | — | 3,207 | 3,207 | |||||||||||||||||||
| $ | 45,684 | $ | 40,126 | $ | 637,165 | $ | 25,506 | $ | 49,093 | $ | 3,207 | $ | 800,781 |
(1) Includes principal and interest.
(2) Represents the fixed or minimum amounts due under purchase obligations for hosting services, software subscriptions, and sales and marketing programs.
(3) We are unable to reasonably estimate the timing of the cash outflow due to uncertainties in the timing of the effective settlement of tax positions.
A detailed discussion and analysis of the 2021 year-over-year changes can be found in "Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations" of our Annual Report on Form 10-K for the year ended December 31, 2021.
CRITICAL ACCOUNTING ESTIMATES AND SIGNIFICANT JUDGMENTS
Management’s discussion and analysis of the financial condition and results of operations is based upon our consolidated financial statements, which have been prepared following accounting principles generally accepted in the U.S. and the rules and regulations of the U.S. Securities and Exchange Commission for annual financial reporting. Preparing these financial statements requires us to make estimates and judgments that affect the reported amounts of assets, liabilities, revenues and expenses, and related disclosure of contingent assets and liabilities. We base our estimates and judgments on historical experience, knowledge of current conditions, and beliefs about what could occur in the future, given the available information.
We believe that of our significant accounting policies, described in “Note 2. Significant Accounting Policies” in Item 8 of this Annual Report, the following accounting policies are most important to the portrayal of our financial condition and require the most subjective judgment. Accordingly, these are the policies we believe are the most critical to aid in fully understanding and evaluating our consolidated financial condition and results of operations. If actual results differ significantly from management’s estimates and projections, there could be a material effect on our financial statements.
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Revenue recognition
Our client contracts typically contain promises by us to provide multiple products and services. Specifically, contracts associated with Pega Platform sales and other software applications, sold as licenses to use functional intellectual property or as a cloud-based solution, typically include consulting services. Determining whether such products and services within a client contract are considered distinct performance obligations that should be accounted for separately requires significant judgment. Accordingly, we review client contracts to identify all separate promises to transfer goods and services that would be considered performance obligations. Judgment is also required in determining whether an option to acquire additional products and services within a client contract represents a material right that the client would not receive without entering into that contract.
A contract modification is a legally binding change to an existing contract’s scope, price, or both. Contract modifications are reviewed to determine whether they should be accounted for as part of the original contract or as a separate contract. This determination requires significant judgment, which could impact the timing of revenue recognition. We typically account for contract modifications prospectively as a separate contract. The additional performance obligation(s) in our contract modifications are generally distinct and priced at their stand-alone selling price.
We allocate the transaction price to the distinct performance obligations, including options in contracts determined to represent a material right, based on each performance obligation's relative stand-alone selling price. Judgment is required in estimating stand-alone selling prices. We maximize the use of observable inputs by maintaining pricing analyses that consider our pricing policies, historical stand-alone sales when they exist, and historical renewal prices charged to clients. We have concluded that the stand-alone selling prices of certain performance obligations, specifically software licenses and Pega Cloud arrangements, are highly variable. In these instances, we estimate the stand-alone selling prices using the residual approach, determined based on the total transaction price minus the stand-alone selling price of other performance obligations promised in the contract. We update our stand-alone selling price analysis periodically, including a re-assessment of whether the residual approach used to determine the stand-alone selling prices for software licenses and Pega Cloud arrangements remains appropriate.
Changes in the assumptions or judgments used in determining the performance obligations in client contracts and stand-alone selling prices could significantly impact the timing and amount of revenue we report in a particular period.
See "Note 2. Significant Accounting Policies", "Note 4. Receivables, Contract Assets, And Deferred Revenue", and "Note 15. Revenue" in Item 8 of this Annual Report for additional information.
Goodwill and intangible assets impairment
Our goodwill and intangible assets arise from our previous business acquisitions.
•Goodwill is tested for impairment at least annually or as circumstances indicate its value may no longer be recoverable.
•We do not have any intangible assets with indefinite useful lives other than goodwill.
•We perform our annual goodwill impairment test as of November 30th. To assess if goodwill is impaired, we first perform a qualitative assessment to determine whether further impairment testing is necessary. If, based on the qualitative assessment, we consider it more-likely-than-not that our reporting unit's fair value is less than its carrying amount, we perform a quantitative impairment test. An excess of carrying value over fair value would indicate that goodwill may be impaired.
•We periodically reevaluate our business and have determined that we have one operating segment and one reporting unit. If our assumptions change in the future, we may be required to record impairment charges to reduce our goodwill's carrying value. Changes in the valuation of goodwill could materially impact our operating results and financial position.
We evaluate our intangible assets for impairment whenever events or changes in circumstances indicate that such assets' carrying amount may not be recoverable. In evaluating potential impairment of these assets, we specifically consider whether any indicators of impairment are present, including, but not limited to:
•whether there has been a significant adverse change in the business climate that affects the value of an asset;
•whether there has been a significant change in the extent or way an asset is used; and
•whether it is expected that the asset will be sold or disposed of before the end of its originally estimated useful life.
If indicators of impairment are present, we compare the estimated undiscounted cash flows that the asset is expected to generate to the carrying value. The key assumptions of the cash flow model involve significant subjectivity. If such assets are impaired, an impairment is measured by the amount the asset’s carrying value exceeds its fair value.
As of December 31, 2022, we had $81.4 million of goodwill and $10.9 million of intangible assets. Changes in the valuation of long-lived assets could materially impact our operating results and financial position. To date, there have been no impairments of goodwill or intangible assets.
See "Note 2. Significant Accounting Policies" and "Note 7. Goodwill And Other Intangible Assets" in Item 8 of this Annual Report for additional information.
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Accounting for income taxes
Significant judgment is required to determine our provision for income taxes and income tax assets and liabilities, including evaluating uncertainties in applying accounting principles and complex tax laws. Accordingly, changes in tax laws or our interpretation of tax laws and the resolution of any tax audits could significantly impact our financial statements.
We regularly assess the need for a valuation allowance against our deferred tax assets. The future realization of our deferred tax assets ultimately depends on sufficient taxable income within the available carryback or carryforward periods. Changes in our valuation allowance impact income tax expense in the period of adjustment. Our deferred tax valuation allowance requires significant judgment and uncertainties, including assumptions about future taxable income based on historical and projected information.
We recognize deferred tax assets to the extent that we believe that they are more likely than not to be realized. In making such a determination, we consider all available objective and verifiable negative and positive evidence, including future reversals of existing taxable temporary differences, our firm contractual backlog, projected future taxable income (including the impact of enacted legislation), tax-planning strategies and results of recent operations. In 2022, we determined that the objectively and verifiable negative evidence outweighed the positive evidence, and we recorded a full valuation allowance of $188.3 million on our U.S. and U.K. deferred tax assets.
We assess our income tax positions and record tax benefits based on management’s evaluation of the facts, circumstances, and information available at the reporting date. For those tax positions where it is more-likely-than-not that a tax benefit will be sustained, we record the largest amount of tax benefit with a greater than 50 percent likelihood of being realized upon ultimate settlement with a taxing authority having full knowledge of all relevant information. For those income tax positions where it is not more-likely-than-not that a tax benefit will be sustained, no tax benefit is recognized in the financial statements.
As a global company, we use significant judgment to calculate and provide for income taxes in each of the tax jurisdictions in which we operate. In the ordinary course of our business, transactions and calculations occur whose ultimate tax outcome cannot be certain. Some of these uncertainties arise due to transfer pricing for transactions with our subsidiaries, the determination of tax nexus, and tax credit estimates. In addition, the calculation of acquired tax attributes and the associated limitations are complex. We estimate our exposure to unfavorable outcomes related to these uncertainties and the probability of such outcomes.
Although we believe our estimates are reasonable, there is no guarantee that the final tax outcome will not be different from what is reflected in our historical income tax provisions, returns, and accruals. Such differences, or changes in estimates relating to potential differences, could have a material impact on our income tax provision and operating results in the period in which such a determination is made.
See "Note 2. Significant Accounting Policies" and "Note 18. Income Taxes" in Item 8 of this Annual Report for additional information.
Capped call transactions
In February 2020, we issued Convertible Senior Notes (the "Notes") with an aggregate principal amount of $600 million, due March 1, 2025, in a private placement. We also entered into privately negotiated capped call transactions (“Capped Call Transactions”) with certain financial institutions. The Capped Call Transactions cover 4.4 million shares (representing the number of shares for which the Notes are initially convertible) of our common stock and are generally expected to reduce potential dilution of our common stock upon any conversion of the Notes.
The Capped Call Transactions are accounted for as derivative instruments and do not qualify for the Company’s own equity scope exception in ASC 815 since, in some cases of early settlement, the settlement value of the Capped Call Transactions, calculated following the governing documents, may not represent a fair value measurement. Applying the accounting framework for the Capped Call Transactions requires the exercise of judgment and the determination of the fair value of the Capped Call Transactions requires us to make significant estimates and assumptions.
The fair value of the Capped Call Transactions at the end of each reporting period is determined using a Black-Scholes option-pricing model. The valuation model uses various market-based inputs, including stock price, remaining contractual term, expected volatility, risk-free interest rate, and expected dividend yield. Management applies judgment when determining expected volatility. We consider the underlying equity security’s historical and implied volatility levels. As of December 31, 2022, a hypothetical 10% increase in our stock price would have increased the fair value of the capped call to $3.6 million, while a hypothetical 10% decrease in our stock price would have decreased the fair value of the capped call to $1.7 million.
See "Note 2. Significant Accounting Policies", "Note 12. Debt", and "Note 14. Fair Value Measurements" in Item 8 of this Annual Report for additional information.
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Loss Contingencies
We are subject to various claims, including claims with customers and vendors, pending and potential legal actions for damages, investigations relating to governmental laws and regulations, and other matters arising out of the normal conduct of our business. When a loss is considered probable and reasonably estimable, we record a liability in the amount of our best estimate for the ultimate loss. However, the likelihood of a loss with respect to a particular contingency is often difficult to predict and determining a meaningful estimate of the loss or a range of loss may not be practicable based on the information available and the potential effect of future events and decisions by third parties that will determine the ultimate resolution of the contingency. Moreover, it is common for such matters to be resolved over many years, during which time relevant developments and new information must be reevaluated at least quarterly to determine both the likelihood of potential loss and whether it is possible to reasonably estimate a range of possible loss. When a material loss is reasonably possible or probable, but a reasonable estimate cannot be made, disclosure of the proceeding is provided. Legal fees are recognized as incurred when the legal services are provided.
We review all contingencies at least quarterly to determine whether the likelihood of loss has changed and to assess whether a reasonable estimate of the potential loss or range of the loss can be made.
See "Note 2. Significant Accounting Policies" and "Note 20. Commitments And Contingencies" in Item 8 of this Annual Report for additional information.