grepcent / static financial knowledge base

FAIR ISAAC CORP (FICO)

CIK: 0000814547. SIC: 7389 Services-Business Services, NEC. Latest 10-K as of: 2025-11-07.

SIC breadcrumb: Services > Business Services > SIC 7389 Services-Business Services, NEC

SEC company page: https://www.sec.gov/edgar/browse/?CIK=814547. Latest filing source: 0000814547-25-000030.

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

Selected Fundamentals

MetricValueUnitFYFiled
Revenue1,990,869,000USD20252025-11-07
Net income651,946,000USD20252025-11-07
Assets1,868,133,000USD20252025-11-07

Financials

Annual standardized facts from SEC companyfacts as of latest extracted filing date 2025-11-07. Source: https://data.sec.gov/api/xbrl/companyfacts/CIK0000814547.json. Derived margins, ratios, and free cash flow are computed from the extracted annual SEC facts.

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

Metric20122016201720182019202020212022202320242025
Revenue934,983,0001,000,146,0001,160,083,0001,294,562,0001,316,536,0001,377,270,0001,513,557,0001,717,526,0001,990,869,000
Net income109,448,000133,414,000126,482,000192,124,000236,411,000392,084,000373,541,000429,375,000512,811,000651,946,000
Operating income169,592,000182,159,000175,359,000253,548,000295,969,000505,489,000542,414,000642,830,000733,629,000924,850,000
Diluted EPS3.394.144.066.347.9013.4014.1816.9320.4526.54
Operating cash flow129,746,000225,644,000223,052,000260,350,000364,916,000423,817,000509,450,000468,915,000632,964,000778,807,000
Capital expenditures21,969,00019,828,00031,299,00023,981,00021,989,0007,569,0006,029,0004,237,0008,884,0008,922,000
Share buybacks138,399,000187,629,000342,596,000228,894,000235,223,000874,179,0001,104,180,000405,526,000821,702,0001,414,502,000
Assets1,220,676,0001,255,620,0001,330,467,0001,433,448,0001,606,240,0001,567,776,0001,442,034,0001,575,281,0001,717,884,0001,868,133,000
Liabilities773,848,000829,083,0001,043,030,0001,143,681,0001,275,158,0001,678,718,0002,243,981,0002,263,271,0002,680,563,0003,613,917,000
Stockholders' equity481,316,000466,183,000287,437,000289,767,000331,082,000-110,942,000-801,947,000-687,990,000-962,679,000-1,745,784,000
Cash and cash equivalents75,926,000105,618,00090,023,000106,426,000157,394,000195,354,000133,202,000136,778,000150,667,000134,136,000
Free cash flow205,816,000191,753,000236,369,000342,927,000416,248,000503,421,000464,678,000624,080,000769,885,000

Ratios

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

Metric20122016201720182019202020212022202320242025
Net margin14.27%12.65%16.56%18.26%29.78%27.12%28.37%29.86%32.75%
Operating margin19.48%17.53%21.86%22.86%38.40%39.38%42.47%42.71%46.45%
Return on assets8.97%10.63%9.51%13.40%14.72%25.01%25.90%27.26%29.85%34.90%
Current ratio1.090.950.840.931.290.991.461.511.620.83

Financial Charts

Quarterly

Quarterly standardized facts from SEC companyfacts as of latest extracted filing date 2026-04-28. Source: https://data.sec.gov/api/xbrl/companyfacts/CIK0000814547.json.

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

QuarterEnd DateRevenueNet IncomeDiluted EPSMethod
2022-Q32022-06-303.61reported discrete quarter
2023-Q12022-12-313.84reported discrete quarter
2023-Q22023-03-314.00reported discrete quarter
2023-Q32023-06-30398,688,000128,758,0005.08reported discrete quarter
2023-Q42023-09-30389,733,000101,424,000derived Q4 = FY annual - nine-month YTD
2024-Q12023-12-31382,059,000121,065,0004.80reported discrete quarter
2024-Q22024-03-31433,809,000129,799,0005.16reported discrete quarter
2024-Q32024-06-30447,849,000126,256,0005.05reported discrete quarter
2024-Q42024-09-30453,809,000135,691,000derived Q4 = FY annual - nine-month YTD
2025-Q12024-12-31439,968,000152,528,0006.14reported discrete quarter
2025-Q22025-03-31498,735,000162,615,0006.59reported discrete quarter
2025-Q32025-06-30536,415,000181,789,0007.40reported discrete quarter
2025-Q42025-09-30515,751,000155,014,000derived Q4 = FY annual - nine-month YTD
2026-Q12025-12-31511,959,000158,373,0006.61reported discrete quarter
2026-Q22026-03-31691,677,000264,458,00011.14reported discrete quarter

Quarterly Charts

Macro Cross-References

Latest quarter (10-Q)

Latest 10-Q source: 0000814547-26-000021.

Extracted structurally from real Item 2 body heading to real Item 3/4 boundary. Published MD&A gate trimmed front/tail over-capture. Confidence: high. Filing date: 2026-04-28. Report date: 2026-03-31.

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

FORWARD-LOOKING STATEMENTS

Statements contained in this report that are not statements of historical fact are forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995 (the “PSLRA”). In addition, certain statements in our future filings with the Securities and Exchange Commission (“SEC”), in press releases, and in oral and written statements made by us or with our approval that are not statements of historical fact constitute forward-looking statements within the meaning of the PSLRA. Examples of forward-looking statements include, but are not limited to: (i) projections of revenue, income or loss, expenses, earnings or loss per share, the payment or nonpayment of dividends, share repurchases, capital structure and other statements concerning future financial performance; (ii) statements of our plans and objectives by our management or Board of Directors, including those relating to products or services, research and development, and the sufficiency of capital resources; (iii) statements of assumptions underlying such statements, including those related to economic conditions; (iv) statements regarding results of business combinations or strategic divestitures; (v) statements regarding business relationships with vendors, customers or collaborators, including the proportion of revenues generated from international as opposed to domestic customers; and (vi) statements regarding products and services, their characteristics, performance, sales potential or effect in use by customers. Words such as “believes,” “anticipates,” “expects,” “intends,” “targeted,” “should,” “potential,” “goals,” “strategy,” “outlook,” “plan,” “estimated,” “will,” variations of these terms and similar expressions are intended to identify forward-looking statements, but are not the exclusive means of identifying such statements. Forward-looking statements involve risks and uncertainties that may cause actual results to differ materially from those in such statements. Factors that could cause actual results to differ from those discussed in the forward-looking statements include, but are not limited to, those described in Part I, Item 1A “Risk Factors” of our Annual Report on Form 10-K for the fiscal year ended September 30, 2025 and in subsequent filings with the SEC. The performance of our business and our securities may be adversely affected by these factors and by other factors common to other businesses and investments, or to the general economy. Readers are cautioned not to place undue reliance on forward-looking statements, which speak only as of the date they are made. We disclaim any intent or obligation to update or revise any forward-looking statements, whether as a result of new information, future events or otherwise. Readers should carefully review the disclosures and the risk factors described in this and other documents we file from time to time with the SEC, including our Annual Reports on Form 10-K, Quarterly Reports on Form 10-Q and Current Reports on Form 8-K.

OVERVIEW

We were founded in 1956 on the premise that data, used intelligently, can improve business decisions. Today, FICO’s software and the widely used FICO® Score operationalize analytics, enabling thousands of businesses in more than 80 countries to uncover new opportunities, make timely decisions that matter, and execute them at scale. Most leading banks and credit card issuers rely on our solutions, as do insurers, retailers, telecommunications providers, automotive lenders, consumer reporting agencies, public agencies, and organizations in other industries. We also serve consumers through online services that enable people to access and understand their FICO® Scores — the standard measure of consumer credit risk in the United States (“U.S.”) — empowering them to increase financial literacy and manage their financial health.

Our business consists of two operating segments: Scores and Software.

Our Scores segment includes our business-to-business (“B2B”) scoring solutions and services which give our clients access to predictive credit and other scores that can be easily integrated into their transaction streams and decision-making processes. This segment also includes our business-to-consumer (“B2C”) scoring solutions, including our myFICO.com subscription offerings.

Our Software segment includes pre-configured analytic and decision management solutions designed for a specific type of business need or process — such as account origination, customer management, customer engagement, fraud detection, and marketing — as well as associated professional services. This segment also includes FICO® Platform, a modular software offering designed to support advanced analytic and decision use cases, as well as stand-alone analytic and decisioning software that can be configured by our customers to address a wide variety of business use cases. Our offerings are available to our customers as software-as-a-service (“SaaS”) or as on-premises software.

Highlights from the quarter and six months ended March 31, 2026

•Total revenues were $691.7 million during the quarter ended March 31, 2026, a 39% increase from the quarter ended March 31, 2025, and $1.2 billion during the six months ended March 31, 2026, a 28% increase from the six months ended March 31, 2025.

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•Revenues for our Scores segment were $475.0 million during the quarter ended March 31, 2026, a 60% increase from the quarter ended March 31, 2025, and $779.5 million during the six months ended March 31, 2026, a 46% increase from the six months ended March 31, 2025.

•Annual Recurring Revenue for our Software segment as of March 31, 2026 was $788.8 million, a 10% increase from March 31, 2025.

•Dollar-Based Net Retention Rate for our Software segment was 109% as of March 31, 2026.

•Operating income was $402.5 million during the quarter ended March 31, 2026, a 64% increase from the quarter ended March 31, 2025, and $636.5 million during the six months ended March 31, 2026, a 50% increase from the six months ended March 31, 2025.

•Net income was $264.5 million during the quarter ended March 31, 2026, a 63% increase from the quarter ended March 31, 2025, and $422.8 million during the six months ended March 31, 2026, a 34% increase from the six months ended March 31, 2025.

•Diluted EPS was $11.14 during the quarter ended March 31, 2026, a 69% increase from the quarter ended March 31, 2025, and $17.73 during the six months ended March 31, 2026, a 39% increase from the six months ended March 31, 2025.

•Cash flows from operating activities were $397.4 million during the six months ended March 31, 2026, compared with $268.9 million during the six months ended March 31, 2025.

•Cash and cash equivalents were $219.4 million as of March 31, 2026, compared with $134.1 million as of September 30, 2025.

•We issued $1.0 billion of senior notes during March 2026, and used the net proceeds to make a payment against the revolving line of credit and repay the $400 million of senior notes due in May 2026. Total debt balance was $3.6 billion as of March 31, 2026, compared with $3.1 billion as of September 30, 2025.

•Total share repurchases during the quarter ended March 31, 2026 were $611.3 million, compared with $207.0 million during the quarter ended March 31, 2025, and during the six months ended March 31, 2026 were $773.9 million, compared with $366.8 million during the six months ended March 31, 2025.

Key performance metrics for Software segment

Annual Contract Value Bookings (“ACV Bookings”)

Management regards ACV Bookings as an important indicator of future revenues, but it is not comparable to, nor is it a substitute for, an analysis of our revenues and other U.S. generally accepted accounting principles (“U.S. GAAP”) measures. We define ACV Bookings as the average annualized value of software contracts signed in the current reporting period that generate current and future on-premises and SaaS software revenue. We only include contracts with an initial term of at least 24 months and we exclude perpetual licenses and other software revenues that are non-recurring in nature. For renewals of existing software subscription contracts, we count only incremental annual revenue expected over the current contract as ACV Bookings.

ACV Bookings is calculated by dividing the total expected contract value by the contract term in years. The expected contract value equals the fixed amount — including guaranteed minimums, if any — stated in the contract, plus estimates of future usage-based fees. We develop estimates from discussions with our customers and examinations of historical data from similar products and customer arrangements. Differences between estimates and actual results occur due to variability in the estimated usage. This variability can be the result of the economic trends in our customers’ industries, individual performance of our customers relative to their competitors, and regulatory and other factors that affect the business environment in which our customers operate. For the periods presented, ACV Bookings related to estimates of future usage-based fees was approximately 20% of the total ACV Bookings amount on an annualized basis. Differences between the initial estimates of future usage-based fees and actual results historically have not been material and we do not currently expect that they will be materially different in the future.

We disclose estimated revenue expected to be recognized in the future related to remaining performance obligations in Note 7 to the accompanying condensed consolidated financial statements. However, we believe ACV Bookings is a useful supplemental measure of our business as it includes estimated revenues and future billings excluded from Note 7, such as usage-based fees and guaranteed minimums derived from our on-premises software licenses, among others.

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The following table summarizes our ACV Bookings during the periods indicated:

Quarter Ended March 31,Six Months Ended March 31,
2026202520262025
(In millions)
Total on-premises and SaaS software$28.3$21.8$66.1$43.0

Annual Recurring Revenue (“ARR”)

Accounting Standards Codification Topic 606, Revenue from Contracts with Customers, requires us to recognize a significant portion of revenue from our on-premises software subscriptions at the point in time when the software is first made available to the customer, or at the beginning of the subscription term, despite the fact that our contracts typically call for billing these amounts ratably over the life of the subscription. The remaining portion of our on-premises software subscription revenue including maintenance and usage-based fees are recognized over the life of the contract. This point-in-time recognition of a portion of our on-premises software subscription revenue creates significant variability in the revenue recognized period to period based on the timing of the subscription start date and the subscription term. Furthermore, this point-in-time revenue recognition can create a significant difference between the timing of our revenue recognition and the actual customer billing under the contract. We use ARR to measure the underlying performance of our subscription-based contracts and mitigate the impact of this variability. ARR is defined as the annualized revenue run-rate of on-premises and SaaS software agreements within a quarterly reporting period, and as such, is different from the timing and amount of revenue recognized. All components of our software licensing and subscription arrangements that are not expected to recur (primarily perpetual licenses) are excluded. We calculate ARR as the quarterly recurring r

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

Latest 10-K MD&A

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Published MD&A gate trimmed front/tail over-capture. Confidence: high. Filing date: 2025-11-07. Report date: 2025-09-30.

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

Our Management’s Discussion and Analysis of Financial Condition and Results of Operations (“MD&A”) includes the following: a business overview that provides a high-level summary of our strategies and initiatives, highlights from fiscal year 2025 and key performance metrics for our Software segment; a more detailed analysis of our results of operations; our capital resources and liquidity, which discusses key aspects of our statements of cash flows, changes in our balance sheets and our financial commitments; and a summary of our critical accounting estimates that involve a significant level of estimation uncertainty. Our MD&A should be read in conjunction with Item 8, Financial Statements and Supplementary Data, of this Annual Report on Form 10-K. The following discussion contains forward-looking statements that are subject to risks and uncertainties. Actual results may differ from those referred to herein due to a number of factors, including but not limited to risks described in Item 1A, Risk Factors, in this Annual Report on Form 10-K.

Our MD&A focuses on discussion of year-over-year comparisons between fiscal 2025 and fiscal 2024. Discussion of fiscal 2023 results and year-over-year comparisons between fiscal 2024 and fiscal 2023 that are not included in this Annual Report on Form 10-K can be found in “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in Part II, Item 7 of our Annual Report on Form 10-K for the fiscal year ended September 30, 2024.

BUSINESS OVERVIEW

Strategies and Initiatives

In fiscal 2025, our B2B scoring solutions, including the flagship FICO® Score, continued to be the standard measure of consumer credit risk in the U.S. The adoption of our most predictive scores, FICO® Score 10 and FICO® Score 10 T, gained increased traction for non-conforming mortgages and was approved for conforming mortgages by the Federal Housing Finance Agency for enterprise credit scoring requirements. In addition, we launched FICO® Score 10 BNPL and FICO® Score 10 T BNPL, the first credit scores from a leading credit scoring provider to incorporate Buy Now, Pay Later (“BNPL”) data. These innovative scores represent a significant advancement in credit scoring, accounting for the growing importance of BNPL loans in the U.S. credit ecosystem. Internationally, we launched a FICO Score in Kenya, which leverages TransUnion data and CreditVision variables to redefine risk management and help expand access to financial services across Kenya. In fiscal 2025, in support of our B2C business and financial inclusion, we launched the FICO® Score Mortgage Simulator, which is the only simulator in the market built by FICO data scientists and powered by the FICO Score algorithm. We also introduced our Lenders Leading Financial Inclusion program that aims to expand credit access for underserved communities and we hosted free Score A Better Future® financial education workshops for students and adults from traditionally underserved communities.

During fiscal 2025, the strategy for our Software segment continued to advance and drive growth through our platform-first products. We expanded our FICO® Platform reach, both by geography and customer type, with the launch of FICO® Marketplace, enabling organizations to operationalize analytics, power customer connections, and make decisions at scale. Marketplace offers easy access to data, artificial intelligence (“AI”) models, optimization tools, decision rulesets, and machine learning models, which deliver enterprise business outcomes from AI. We continue to innovate and bring new capabilities to FICO Platform, demonstrating its value with new customers and expanding use cases with existing customers and partners. We announced newly granted patents around advancing responsible AI, machine learning, and applied intelligence technology. Additionally, we continue to expand our FICO® Educational Analytics Challenge program that was created to empower students and help educate the next generation of data scientists.

We also continued to enhance stockholder value by returning cash to stockholders through our stock repurchase program. During fiscal 2025, we repurchased 0.8 million shares at a total repurchase price of $1.4 billion.

Highlights from Fiscal 2025

•Total revenues were $2.0 billion during fiscal 2025, a 16% increase from fiscal 2024.

•Revenues for our Scores segment were $1.2 billion during fiscal 2025, a 27% increase from fiscal 2024.

•Annual Recurring Revenue for our Software segment as of September 30, 2025 was $747.3 million, a 4% increase from September 30, 2024.

•Dollar-Based Net Retention Rate for our Software segment was 102% as of September 30, 2025.

•Operating income was $924.9 million during fiscal 2025, a 26% increase from fiscal 2024.

•Net income was $651.9 million during fiscal 2025, a 27% increase from fiscal 2024.

•Diluted EPS was $26.54 during fiscal 2025, a 30% increase from fiscal 2024.

•Cash flow from operating activities was $778.8 million during fiscal 2025, compared with $633.0 million during fiscal 2024.

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•Cash and cash equivalents were $134.1 million as of September 30, 2025, compared with $150.7 million as of September 30, 2024.

•We issued $1.5 billion of senior notes and used the net proceeds to repay all the outstanding balances on our term loans. We also amended our credit agreement to increase our borrowing capacity under the unsecured revolving line of credit to $1.0 billion and extended its maturity. Total debt balance was $3.1 billion as of September 30, 2025, compared with $2.2 billion as of September 30, 2024.

•Total share repurchases during fiscal 2025 were $1.4 billion, compared with $0.8 billion during fiscal 2024.

Key performance metrics for Software segment

Annual Contract Value Bookings (“ACV Bookings”)

Management regards ACV Bookings as an important indicator of future revenues, but it is not comparable to, nor is it a substitute for, an analysis of our revenues and other U.S. generally accepted accounting principles (“U.S. GAAP”) measures. We define ACV Bookings as the average annualized value of software contracts signed in the current reporting period that generate current and future on-premises and SaaS software revenue. We only include contracts with an initial term of at least 24 months and we exclude perpetual licenses and other software revenues that are non-recurring in nature. For renewals of existing software subscription contracts, we count only incremental annual revenue expected over the current contract as ACV Bookings.

ACV Bookings is calculated by dividing the total expected contract value by the contract term in years. The expected contract value equals the fixed amount — including guaranteed minimums, if any — stated in the contract, plus estimates of future usage-based fees. We develop estimates from discussions with our customers and examinations of historical data from similar products and customer arrangements. Differences between estimates and actual results occur due to variability in the estimated usage. This variability can be the result of the economic trends in our customers’ industries, individual performance of our customers relative to their competitors, and regulatory and other factors that affect the business environment in which our customers operate. For the periods presented, ACV Bookings related to estimates of future usage-based fees was approximately 30% of the total ACV Bookings amount on an annualized basis. Differences between the initial estimates of future usage-based fees and actual results historically have not been material and we do not currently expect that they will be materially different in the future.

We disclose estimated revenue expected to be recognized in the future related to remaining performance obligations in Note 9 to the accompanying consolidated financial statements. However, we believe ACV Bookings is a useful supplemental measure of our business as it includes estimated revenues and future billings excluded from Note 9, such as usage-based fees and guaranteed minimums derived from our on-premises software licenses, among others.

The following table summarizes our ACV Bookings during the periods indicated:

Quarter Ended September 30,Year Ended September 30,
2025202420252024
(In millions)
Total on-premises and SaaS software$32.7$22.1$102.4$84.7

Annual Recurring Revenue (“ARR”)

Accounting Standards Codification Topic 606, Revenue from Contracts with Customers, requires us to recognize a significant portion of revenue from our on-premises software subscriptions at the point in time when the software is first made available to the customer, or at the beginning of the subscription term, despite the fact that our contracts typically call for billing these amounts ratably over the life of the subscription. The remaining portion of our on-premises software subscription revenue including maintenance and usage-based fees are recognized over the life of the contract. This point-in-time recognition of a portion of our on-premises software subscription revenue creates significant variability in the revenue recognized period to period based on the timing of the subscription start date and the subscription term. Furthermore, this point-in-time revenue recognition can create a significant difference between the timing of our revenue recognition and the actual customer billing under the contract. We use ARR to measure the underlying performance of our subscription-based contracts and mitigate the impact of this variability. ARR is defined as the annualized revenue run-rate of on-premises and SaaS software agreements within a quarterly reporting period, and as such, is different from the timing and amount of revenue recognized. All components of our software licensing and subscription arrangements that are not expected to recur (primarily perpetual licenses) are excluded. We calculate ARR as the quarterly recurring revenue run-rate multiplied by four.

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The following table summarizes our ARR for on-premises and SaaS software exiting each of the dates presented:

December 31, 2023March 31, 2024June 30, 2024September 30, 2024December 31, 2024March 31, 2025June 30, 2025September 30, 2025
ARR(In millions)
Platform$190.3$201.4$215.1$227.0$227.7$234.7$254.2$263.6
Non-platform497.4495.6494.5494.2501.6479.9484.9483.7
Total$687.7$697.0$709.6$721.2$729.3$714.6$739.1$747.3
Percentage
Platform28%29%30%31%31%33%34%35%
Non-platform72%71%70%69%69%67%66%65%
Total100%100%100%100%100%100%100%100%
YoY Change
Platform43%32%31%31%20%17%18%16%
Non-platform11%8%3%%1%(3)%(2)%(2)%
Total18%14%10%8%6%3%4%4%

Dollar-Based Net Retention Rate (“DBNRR”)

We consider DBNRR to be an important measure of our success in retaining and growing revenue from our existing customers. To calculate DBNRR for any period, we compare the ARR at the end of the prior comparable quarter (“base ARR”) to the ARR from that same cohort of customers at the end of the current quarter (“retained ARR”); we then divide the retained ARR by the base ARR to arrive at the DBNRR. Our calculation includes the positive impact among this cohort of customers of selling additional products, price increases and increases in usage-based fees, and the negative impact of customer attrition, price decreases, and decreases in usage-based fees during the period. However, the calculation does not include the positive impact from sales to any new customers acquired during the period. Our DBNRR may increase or decrease from period to period as a result of various factors, including the timing of new sales and customer renewal rates.

The following table summarizes our DBNRR for on-premises and SaaS software exiting each of the dates presented:

December 31, 2023March 31, 2024June 30, 2024September 30, 2024December 31, 2024March 31, 2025June 30, 2025September 30, 2025
DBNRR
Platform136%126%124%123%112%110%115%112%
Non-platform108%106%101%99%100%96%97%97%
Total114%112%108%106%105%102%103%102%

RESULTS OF OPERATIONS

We are organized into two reportable segments: Scores and Software. Although we sell solutions and services into a large number of end user product and industry markets, our reportable business segments reflect the primary method in which management organizes and evaluates internal financial information to make operating decisions and assess performance.

Segment revenues, operating income, and related financial information, including disaggregation of revenue, for the years ended September 30, 2025, 2024 and 2023 are set forth in Note 9 and Note 15 to the accompanying consolidated financial statements.

Revenues

The following tables set forth certain summary information on a segment basis related to our revenues for fiscal 2025, 2024 and 2023:

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Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
Segment2025202420232025 to 20242024 to 20232025 to 20242024 to 2023
(In thousands)(In thousands)
Scores$1,168,575$919,650$773,828$248,925$145,82227%19%
Software822,294797,876739,72924,41858,1473%8%
Total$1,990,869$1,717,526$1,513,557273,343203,96916%13%
Percentage of Revenues Year Ended September 30,
Segment202520242023
Scores59%54%51%
Software41%46%49%
Total100%100%100%

Scores

Scores segment revenues increased $248.9 million in fiscal 2025 from 2024 due to an increase of $236.7 million in our business-to-business scores revenue and an increase of $12.2 million in our business-to-consumer scores revenue. The increase in business-to-business scores revenue was primarily attributable to a higher unit price, an increase in volume of mortgage originations and a multi-year license renewal in the U.S. recognized on our insurance score product during fiscal 2025. The increase in business-to-consumer scores revenue was primarily attributable to an increase in royalties derived from scores sold indirectly to consumers through consumer reporting agencies.

Software

The following table provides information about disaggregated revenue for our Software segment by revenue types:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2025202420232025 to 20242024 to 20232025 to 20242024 to 2023
(In thousands)(In thousands)
On-premises and SaaS software$740,145$711,340$640,182$28,805$71,1584%11%
Professional services82,14986,53699,547(4,387)(13,011)(5)%(13)%
Total$822,294$797,876$739,72924,41858,1473%8%

The following table provides information about disaggregated revenue for on-premises and SaaS software within our Software segment by timing of revenue recognition:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2025202420232025 to 20242024 to 20232025 to 20242024 to 2023
(In thousands)(In thousands)
Software recognized at a point in time (1)$90,238$76,284$72,843$13,954$3,44118%5%
Software recognized over contract term (2)649,907635,056567,33914,85167,7172%12%
Total$740,145$711,340$640,182$28,80571,1584%11%

(1)Includes license portion of our on-premises subscription software and perpetual licenses, both of which are recognized when the software is made available to the customer, or at the start of the subscription.

(2)Includes maintenance portion and usage-based fees of our on-premises subscription software, maintenance revenue on perpetual licenses, as well as SaaS revenue.

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Software segment revenues increased $24.4 million in fiscal 2025 from 2024 due to a $28.8 million increase in on-premises and SaaS software revenue, partially offset by a $4.4 million decrease in professional services revenue. The increase in our on-premises and SaaS software revenue was primarily attributable to an increase in revenue recognized over time largely driven by SaaS growth for our Platform products and an increase in license revenue recognized at a point in time due to a large license renewal.

Operating Expenses and Other Income (Expense), Net

The following tables set forth certain summary information related to our consolidated statements of income and comprehensive income for fiscal 2025, 2024 and 2023:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2025202420232025 to 20242024 to 20232025 to 20242024 to 2023
(In thousands, except employees)(In thousands, except employees)
Revenues$1,990,869$1,717,526$1,513,557$273,343$203,96916%13%
Operating expenses:
Cost of revenues353,722348,206311,0535,51637,1532%12%
Research and development188,347171,940159,95016,40711,99010%7%
Selling, general and administrative513,028462,834400,56550,19462,26911%16%
Amortization of intangible assets9171,100(917)(183)(100)%(17)%
Restructuring charges10,92210,922%%
Gain on product line asset sale(1,941)1,941%(100)%
Total operating expenses1,066,019983,897870,72782,122113,1708%13%
Operating income924,850733,629642,830191,22190,79926%14%
Interest expense, net(133,647)(105,638)(95,546)(28,009)(10,092)27%11%
Other income, net11,39214,0346,340(2,642)7,694(19)%121%
Income before income taxes802,595642,025553,624160,57088,40125%16%
Provision for income taxes150,649129,214124,24921,4354,96517%4%
Net income$651,946$512,811$429,375139,13583,43627%19%
Number of employees at fiscal year-end3,8113,5863,4552251316%4%

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Percentage of Revenues Year Ended September 30,
202520242023
Revenues100%100%100%
Operating expenses:
Cost of revenues18%20%21%
Research and development9%10%11%
Selling, general and administrative26%27%26%
Amortization of intangible assets%%%
Restructuring charges1%%%
Gain on product line asset sale%%%
Total operating expenses54%57%58%
Operating income46%43%42%
Interest expense, net(7)%(6)%(6)%
Other income, net1%1%%
Income before income taxes40%38%36%
Provision for income taxes7%8%8%
Net income33%30%28%

Cost of Revenues

Cost of revenues consists primarily of employee salaries, incentives, and benefits for personnel directly involved in delivering software products, operating SaaS infrastructure, and providing support, implementation and consulting services; overhead, facilities and data center costs; software royalty fees; consumer reporting agency data and processing services; third-party hosting fees related to our SaaS services; travel costs; and outside services.

The fiscal 2025 over 2024 increase in cost of revenues of $5.5 million was primarily attributable to an $8.7 million increase in infrastructure and facilities costs, partially offset by a $2.1 million decrease in outside services costs and a $1.4 million decrease in personnel and labor costs. The increase in infrastructure and facilities costs was primarily attributable to an increase in third-party data center hosting costs and an increase in depreciation on data center computer hardware. The decrease in outside services costs was primarily attributable to decreased third-party contractor costs. The decrease in personnel and labor costs was primarily attributable to decreased incentive expense. Cost of revenues as a percentage of revenues decreased to 18% during fiscal 2025 from 20% during fiscal 2024, primarily due to increased sales of our higher-margin Scores products.

Research and Development

Research and development expenses include personnel and related overhead costs incurred in the development of new products and services, including research of mathematical and statistical models and development of new versions of Software products.

The fiscal 2025 over 2024 increase in research and development expenses of $16.4 million was primarily attributable to a $6.9 million increase in infrastructure and facilities costs, a $5.7 million increase in outside services costs, and a $3.8 million increase in personnel and labor costs. The increase in infrastructure and facilities costs was primarily attributable to increased third-party data center hosting costs and third-party SaaS services costs. The increase in outside services costs was primarily attributable to increased third-party contractor costs. The increase in personnel and labor costs was primarily attributable to increased headcount. Research and development expenses as a percentage of revenues decreased to 9% during fiscal 2025 from 10% during fiscal 2024.

Selling, General and Administrative

Selling, general and administrative expenses consist principally of employee salaries, incentives, commissions and benefits; travel costs; overhead costs; advertising and other promotional expenses; corporate facilities expenses; legal expenses; and business development expenses.

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The fiscal 2025 over 2024 increase in selling, general and administrative expenses of $50.2 million was primarily attributable to a $23.7 million increase in personnel and labor costs, a $22.4 million increase in advertising and other promotional costs, and a $3.3 million increase in travel costs. The increase in personnel and labor costs was primarily attributable to increased headcount, market base-pay adjustments, commission expense, and share-based compensation expense, partially offset by decreased fringe benefit costs related to our supplemental retirement and savings plan. The increase in advertising and other promotional costs was primarily attributable to increased costs for advertising campaigns and corporate events. The increase in travel costs was primarily attributable to promotional and corporate events. Selling, general and administrative expenses as a percentage of revenues decreased to 26% during fiscal 2025 from 27% during fiscal 2024.

Restructuring Charges

During the fourth quarter of fiscal 2025, we incurred charges of $10.9 million in employee separation costs due to the elimination of 226 positions throughout the Company. Cash payments for all the employee separation costs will be paid by the end of our fiscal 2026.

Interest Expense, Net

Interest expense includes interest on the senior notes issued in May 2025, December 2021, December 2019, and May 2018, as well as interest and credit agreement fees on the revolving line of credit and term loans. On our consolidated statements of income and comprehensive income, interest expense is netted with interest income, which is derived primarily from the investment of funds in excess of our immediate operating requirements.

The fiscal 2025 over 2024 increase in net interest expense of $28.0 million was primarily attributable to the $1.5 billion of 2025 Senior Notes (as defined below), partially offset by a lower average outstanding balance and a lower average interest rate on borrowings under our credit agreement during fiscal 2025.

Other Income, Net

Other income, net consists primarily of unrealized investment gains/losses and realized gains/losses on marketable securities classified as trading securities, exchange rate gains/losses resulting from remeasurement of foreign-currency-denominated receivable and cash balances held by our various reporting entities into their respective functional currencies at period-end market rates, net of the impact of offsetting foreign currency forward contracts, and other non-operating items.

The fiscal 2025 over 2024 decrease in other income, net of $2.6 million was primarily attributable to a decrease in net unrealized gains on investments classified as trading securities in our supplemental retirement and savings plan, partially offset by an increase in net exchange rate gains resulting from remeasurement of foreign-currency-denominated receivable and cash balances held by our various reporting entities into their respective functional currencies at period-end market rates, net of the impact of offsetting foreign currency forward contracts.

Provision for Income Taxes

Our effective income tax rates were 18.8%, 20.1% and 22.4% in fiscal 2025, 2024 and 2023, respectively.

The decrease in our effective tax rate in fiscal 2025 compared to fiscal 2024 was due to an increase in excess tax benefits related to share-based compensation.

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Operating Income

The following tables set forth certain summary information on a segment basis related to our operating income for fiscal 2025, 2024 and 2023:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
Segment2025202420232025 to 20242024 to 20232025 to 20242024 to 2023
(In thousands)(In thousands)
Scores$1,026,243$813,354$681,071$212,889$132,28326%19%
Software247,694257,529241,191(9,835)16,338(4)%7%
Total segment operating income1,273,9371,070,883922,262203,054148,62119%16%
Unallocated corporate expenses(181,498)(186,898)(156,426)5,400(30,472)(3)%19%
Unallocated share-based compensation(156,667)(149,439)(123,847)(7,228)(25,592)5%21%
Unallocated amortization expense(917)(1,100)917183(100)%(17)%
Unallocated restructuring charges(10,922)(10,922)%%
Gain on product line asset sale1,941(1,941)%(100)%
Operating income$924,850$733,629$642,830191,22190,79926%14%

Scores

Year Ended September 30,Percentage of Revenues
202520242023202520242023
(In thousands)
Segment revenues$1,168,575$919,650$773,828100%100%100%
Segment operating expenses(142,332)(106,296)(92,757)(12)%(12)%(12)%
Segment operating income$1,026,243$813,354$681,07188%88%88%

Software

Year Ended September 30,Percentage of Revenues
202520242023202520242023
(In thousands)
Segment revenues$822,294$797,876$739,729100%100%100%
Segment operating expenses(574,600)(540,347)(498,538)(70)%(68)%(67)%
Segment operating income$247,694$257,529$241,19130%32%33%

The fiscal 2025 over 2024 increase in operating income of $191.2 million was primarily attributable to a $273.3 million increase in segment revenues and a $5.4 million decrease in corporate expenses, partially offset by a $70.2 million increase in segment operating expenses, a $10.9 million increase in restructuring charges, and a $7.2 million increase in share-based compensation cost.

At the segment level, the $203.1 million increase in segment operating income was the result of a $212.9 million increase in our Scores segment operating income, partially offset by a $9.8 million decrease in our Software segment operating income.

The $212.9 million increase in our Scores segment operating income was attributable to a $248.9 million increase in segment revenue, partially offset by a $36.0 million increase in segment operating expenses. Segment operating income as a percentage of segment revenue for Scores was 88%, consistent with fiscal 2024.

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The $9.8 million decrease in our Software segment operating income was attributable to a $34.2 million increase in segment operating expenses, partially offset by a $24.4 million increase in segment revenue. Segment operating income as a percentage of segment revenue for Software decreased to 30% from 32%, primarily attributable to the increases in third-party data center hosting costs and in personnel and labor costs.

CAPITAL RESOURCES AND LIQUIDITY

Outlook

As of September 30, 2025, we had $134.1 million in cash and cash equivalents, which included $118.8 million held by our foreign subsidiaries. We believe our cash and cash equivalents balances, including those held by our foreign subsidiaries, as well as available borrowings from our $1.0 billion revolving line of credit and anticipated cash flows from operating activities, will be sufficient to fund our working and other capital requirements for at least the next 12 months and thereafter for the foreseeable future, including the $400.0 million principal payment on the 2018 Senior Notes (as defined below) due over the next 12 months. Under our current financing arrangements, we have no other significant debt obligations maturing over the next 12 months. For jurisdictions outside the U.S. where cash may be repatriated in the future, the Company expects the net impact of any repatriations to be immaterial to the Company’s overall tax liability.

In the normal course of business, we evaluate the merits of acquiring technology or businesses, or establishing strategic relationships with or investing in these businesses. We may elect to use available cash and cash equivalents to fund such activities in the future. In the event additional needs for cash arise, or if we refinance our existing debt, we may raise additional funds from a combination of sources, including the potential issuance of debt or equity securities. Additional financing might not be available on terms favorable to us, or at all. If adequate funds were not available or were not available on acceptable terms, our ability to take advantage of unanticipated opportunities or respond to competitive pressures could be limited.

Summary of Cash Flows

Year Ended September 30,
202520242023
(In thousands)
Cash provided by (used in):
Operating activities$778,807$632,964$468,915
Investing activities(43,719)(27,993)(15,954)
Financing activities(750,329)(592,923)(455,001)
Effect of exchange rate changes on cash(1,290)1,8415,616
Increase (decrease) in cash and cash equivalents$(16,531)$13,889$3,576

Cash Flows from Operating Activities

Our primary method for funding operations and growth has been through cash flows generated from operating activities. Net cash provided by operating activities totaled $778.8 million in fiscal 2025 compared to $633.0 million in fiscal 2024. The $145.8 million increase was attributable to a $139.1 million increase in net income, a $4.8 million increase in non-cash items, and a $1.9 million increase that resulted from timing of receipts and payments in our ordinary course of business.

Cash Flows from Investing Activities

Net cash used in investing activities totaled $43.7 million in fiscal 2025 compared to $28.0 million in fiscal 2024. The $15.7 million increase was attributable to a $13.8 million increase in capitalized internal-use software costs and a $1.9 million decrease in proceeds from sales, net of purchases, of marketable securities.

Cash Flows from Financing Activities

Net cash used in financing activities totaled $750.3 million in fiscal 2025 compared to $592.9 million in fiscal 2024. The $157.4 million increase was primarily attributable to a $988.8 million increase in payments, net of proceeds, on our revolving line of credit and term loans, a $592.8 million increase in repurchases of common stock, a $65.4 million increase in taxes paid related to net share settlement of equity awards, and a $16.5 million increase in debt issuance costs, partially offset by the proceeds from the issuance of our $1.5 billion 2025 Senior Notes (as defined below).

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Repurchases of Common Stock

In July 2024, our Board approved a stock repurchase program (the “July 2024 program”), replacing our previously authorized January 2024 stock repurchase program, which was terminated prior to its expiration. The July 2024 program was open-ended and authorized repurchases of shares of our common stock from time to time up to an aggregate cost of $1.0 billion in the open market or in negotiated transactions. In June 2025, our Board approved a new stock repurchase program (the “June 2025 program”), replacing the July 2024 program, which was terminated prior to its expiration. The June 2025 program is open-ended and authorizes repurchases of shares of our common stock from time to time up to an aggregate cost of $1.0 billion in the open market or in negotiated transactions. The June 2025 program remains in effect until the total authorized amount is expended or until further action by our Board. As of September 30, 2025, we had $343.6 million remaining under the June 2025 program. During fiscal 2025 and 2024, we expended $1.4 billion and $0.8 billion, respectively, under the June 2025 program and previously authorized stock repurchase programs, as applicable.

Revolving Line of Credit and Term Loans

On May 13, 2025, we amended our credit agreement with a syndicate of banks, increasing our borrowing capacity under the unsecured revolving line of credit from $600 million to $1.0 billion and extending its maturity to May 13, 2030. Also on May 13, 2025, we repaid in full and terminated the $300 million unsecured term loan (the “$300 Million Term Loan”) and the $450 million unsecured term loan (the “$450 Million Term Loan”) outstanding under our credit agreement, utilizing proceeds from the issuance of the 2025 Senior Notes (as defined below). Borrowings under the revolving line of credit can be used for working capital and general corporate purposes and may also be used for the refinancing of existing debt, acquisitions, and the repurchase of our common stock. Interest rates on amounts borrowed under the revolving line of credit are based on (i) an adjusted base rate, which is the greatest of (a) the prime rate, (b) the Federal Funds rate plus 0.5%, and (c) the Daily Simple Secured Overnight Financing Rate (“SOFR”) plus 1%, plus, in each case, an applicable margin, (ii) the Daily Simple SOFR plus an applicable margin (or, if such rate is no longer available, a successor benchmark rate determined in accordance with the terms of the credit agreement), or (iii) term SOFR (without a credit spread adjustment) plus an applicable margin (or, if such rate is no longer available, a successor benchmark rate determined in accordance with the terms of the credit agreement). The applicable margin for base rate borrowings and for SOFR borrowings is determined based on our consolidated leverage ratio. The applicable margin for base rate borrowings ranges from 0% to 0.75% per annum and for SOFR borrowings ranges from 1% to 1.75% per annum. In addition, we must pay certain credit facility fees. The credit agreement contains certain restrictive covenants including a maximum consolidated leverage ratio of 3.5 to 1.0, subject to a step up to 4.0 to 1.0 following certain permitted acquisitions and subject to certain conditions, and contains other covenants typical of an unsecured credit facility.

As of September 30, 2025, we had $275.0 million in borrowings outstanding under the revolving line of credit at a weighted-average interest rate of 5.423% and we were in compliance with all financial covenants under the credit agreement.

Senior Notes

On May 8, 2018, we issued $400 million of senior notes in a private offering to qualified institutional investors (the “2018 Senior Notes”). The 2018 Senior Notes require interest payments semi-annually at a rate of 5.25% per annum and will mature on May 15, 2026. On December 6, 2019, we issued $350 million of senior notes in a private offering to qualified institutional investors (the “2019 Senior Notes”). The 2019 Senior Notes require interest payments semi-annually at a rate of 4.00% per annum and will mature on June 15, 2028. On December 17, 2021, we issued $550 million of additional senior notes of the same class as the 2019 Senior Notes in a private offering to qualified institutional investors (the “2021 Senior Notes”). The 2021 Senior Notes require interest payments semi-annually at a rate of 4.00% per annum and will mature on June 15, 2028, the same date as the 2019 Senior Notes. On May 13, 2025, we issued $1.5 billion of senior notes in a private offering to qualified institutional investors (the “2025 Senior Notes,” and collectively with the 2018 Senior Notes, the 2019 Senior Notes and the 2021 Senior Notes, the “Senior Notes”). The 2025 Senior Notes require interest payments semi-annually at a rate of 6.00% per annum and will mature on May 15, 2033. The indentures for the Senior Notes contain certain covenants typical of unsecured obligations. As of September 30, 2025, the carrying value of the Senior Notes was $2.8 billion and we were in compliance with all financial covenants under these obligations.

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Contractual Obligations

The following table presents a summary of our contractual obligations at September 30, 2025:

Year Ending September 30,ThereafterTotal
20262027202820292030
(In thousands)
Senior Notes (1)$400,000$$900,000$$$1,500,000$2,800,000
Revolving line of credit (1)275,000275,000
Interest due on Senior Notes147,500126,000126,00090,00090,000270,000849,500
Operating lease obligations11,2148,1255,5763,7671,9172,19132,790
Finance lease obligations3,6253,6254417,691
Purchase obligations (2)$72,12819,4375,0352,37527399,248
Unrecognized tax benefits (3)19,505
Total commitments$634,467$157,187$1,037,052$96,142$367,190$1,772,191$4,083,734

(1)Represents the unpaid principal payments due under the Senior Notes and revolving line of credit.

(2)Represents purchase obligations primarily consisting of commitments to purchase certain services. For services that have been delivered under these arrangements as of September 30, 2025, we recorded related liabilities within accounts payable or other accrued liabilities on our consolidated balance sheet, which are excluded from the purchase obligations amount.

(3)Represents unrecognized tax benefits related to uncertain tax positions. As we are not able to reasonably estimate the timing of the payments or the amount by which the liability will increase or decrease over time, the related balances have not been reflected in the section of the table showing payment by fiscal year.

CRITICAL ACCOUNTING ESTIMATES

We prepare our consolidated financial statements in conformity with U.S. GAAP. These accounting principles require management to make certain judgments and assumptions that affect the reported amounts of assets and liabilities and the disclosure of contingent assets and liabilities as of the date of the financial statements, and the reported amounts of revenues and expenses during the reporting period. We periodically evaluate our estimates including those relating to revenue recognition, goodwill resulting from business combinations and other long-lived assets – impairment assessment, share-based compensation, income taxes, and contingencies and litigation. We base our estimates on historical experience and various other assumptions that we believe to be reasonable based on the specific circumstances, the results of which form the basis for making judgments about the carrying value of certain assets and liabilities that are not readily apparent from other sources. Actual results may differ from these estimates and such differences could be material to our financial condition and results of operations. Critical accounting estimates are those that involve a significant level of estimation uncertainty and have had or are reasonably likely to have a material impact on our financial condition and results of operations.

While our significant accounting policies are more fully described in Note 1 and Note 9 to our consolidated financial statements included elsewhere in this report, we believe the following accounting policies require the most critical accounting estimates, which involve significant subjectivity and judgment, and changes to such estimates or assumptions could have a material impact on our financial condition or operating results. Therefore, we consider an understanding of the variability and judgment required in making these estimates and assumptions to be critical in fully understanding and evaluating our reported financial results.

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Revenue Recognition

For our SaaS subscriptions, we estimate the total variable consideration at contract inception — subject to any constraints that may apply — and update the estimates as new information becomes available and recognize the amount ratably over the SaaS service period, unless we determine it is appropriate to allocate the variable amount to each distinct service period and recognize revenue as each distinct service period is performed. Variable consideration is included in the transaction price if, in our judgment, it is probable that a significant future reversal of cumulative revenue recognized under the contract will not occur. Variable consideration is estimated based on either the expected value or the most likely amount method depending on which method we expect to better predict the amount of consideration to which we will be entitled. Our estimates of variable consideration are based largely on an assessment of our anticipated performance and all information (historical, current and forecasted) that is reasonably available to us at contract inception and require judgment. For the periods presented, we have not experienced significant changes to our estimates and judgments related to variable consideration in our contracts.

Our contracts with customers often include promises to transfer multiple products and services to a customer. Determining whether products and services are considered distinct and should be accounted for separately may require significant judgment. Specifically, when implementation service is included in the original software or SaaS offerings, judgment is required to determine if the implementation service significantly modifies or customizes the software or SaaS service in such a way that the risks of providing it and the customization service are inseparable. In rare instances, contracts may include significant modification or customization of the software of SaaS service and will result in the combination of software or SaaS service and implementation service as one performance obligation. For the periods presented, we have not experienced significant changes to our estimates and judgments related to the identification of performance obligations for our contracts.

We determine the standalone selling prices (“SSP”) using data from our historical standalone sales, or, in instances where such information is not available (such as when we do not sell the product or service separately), we consider factors such as the stated contract prices, our overall pricing practices and objectives, go-to-market strategy, size and type of the transactions, and effects of the geographic area on pricing, among others. When the selling price of a product or service is highly variable, we may use the residual approach to determine the SSP of that product or service. Significant judgment may be required to determine the SSP for each distinct performance obligation when it involves the consideration of many market conditions and entity-specific factors discussed above. For the periods presented, we have not experienced significant changes to our estimates and judgments related to the determination of our SSPs.

Goodwill and Other Long-Lived Assets - Impairment Assessment

Goodwill represents the excess of cost over the fair value of identifiable assets acquired and liabilities assumed in business combinations. We assess goodwill for impairment for each of our reporting units on an annual basis during our fourth fiscal quarter using a July 1 measurement date unless circumstances require a more frequent measurement.

We have determined that our reporting units are the same as our reportable segments. When evaluating goodwill for impairment, we may first perform an assessment qualitatively whether it is more likely than not that a reporting unit's carrying amount exceeds its fair value, referred to as a “step zero” approach. If, based on the review of the qualitative factors, we determine it is not more likely than not that the fair value of a reporting unit is less than its carrying value, we would bypass the two-step impairment test. Events and circumstances we consider in performing the “step zero” qualitative assessment include macro-economic conditions, market and industry conditions, internal cost factors, share price fluctuations, and the operational stability and overall financial performance of the reporting units. If we conclude that it is more likely than not that a reporting unit's fair value is less than its carrying amount, we would perform the first step (“step one”) of the two-step impairment test and calculate the estimated fair value of the reporting unit by using discounted cash flow valuation models and by comparing our reporting units to guideline publicly-traded companies. These methods require estimates of our future revenues, profits, capital expenditures, working capital, and other relevant factors, as well as selecting appropriate guideline publicly-traded companies for each reporting unit. We estimate these amounts by evaluating historical trends, current budgets, operating plans, industry data, and other relevant factors. Alternatively, we may bypass the qualitative assessment described above for any reporting unit in any period and proceed directly to performing step one of the goodwill impairment test.

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Our other long-lived assets are assessed for potential impairment when there is evidence that events and circumstances related to our financial performance and economic environment indicate the carrying amount of the assets may not be recoverable. When impairment indicators are identified, we test for impairment using undiscounted projected cash flows. If such tests indicate impairment, then we measure and record the impairment as the difference between the carrying value of the asset and the fair value of the asset. Significant management judgment is required in forecasting future operating results used in the preparation of the projected cash flows. Should different conditions prevail, material write downs of our other long-lived assets could occur.

As discussed above, while we believe that the assumptions and estimates utilized were appropriate based on the information available to management, different assumptions, judgments and estimates could materially affect our impairment assessments for our goodwill and other long-lived assets. For the periods presented, we have not experienced significant changes to our estimates and judgments related to our goodwill or other long-lived assets impairment assessment. We believe our projected operating results and cash flows would need to be significantly less favorable to have a material impact on our impairment assessment. However, based upon our historical experience with operations, we do not believe there is a reasonable likelihood of a significant change in our projections.

Share-Based Compensation

We measure share-based compensation cost at the grant date based on the fair value of the award and recognize it as expense, net of estimated forfeitures, over the vesting or service period, as applicable, of the stock award (generally three to four years). We use the Black-Scholes valuation model to determine the fair value of our stock options and a Monte Carlo valuation model to determine the fair value of our market share units. Our valuation models and generally accepted valuation techniques require us to make assumptions and to apply judgment to determine the fair value of our awards. These assumptions and judgments include estimating the volatility of our stock price, expected dividend yield, employee turnover rates and employee stock option exercise behaviors. For the periods presented, we have not experienced significant changes to our estimates and judgments related to the fair value of our awards. See Note 13 to the accompanying consolidated financial statements for further discussion of our share-based employee benefit plans.

Income Taxes

We estimate our income taxes based on the various jurisdictions where we conduct business, which involves significant judgment in determining our income tax provision. We estimate our current tax liability using currently enacted tax rates and laws and assess temporary differences that result from differing treatments of certain items for tax and accounting purposes. These differences result in deferred tax assets and liabilities recorded on our consolidated balance sheets using the currently enacted tax rates and laws that will apply to taxable income for the years in which those tax assets are expected to be realized or settled. We then assess the likelihood our deferred tax assets will be realized and to the extent we believe realization is not more likely than not, we establish a valuation allowance. When we establish a valuation allowance or increase this allowance in an accounting period, we record a corresponding income tax expense in our consolidated statements of income and comprehensive income. In assessing the need for the valuation allowance, we consider future taxable income in the jurisdictions we operate; our ability to carry back tax attributes to prior years; an analysis of our deferred tax assets and the periods over which they will be realizable; and ongoing prudent and feasible tax planning strategies. An increase in the valuation allowance would have an adverse impact, which could be material, on our income tax provision and net income in the period in which we record the increase.

We recognize and measure benefits for uncertain tax positions using a two-step approach. The first step is to evaluate the tax position taken or expected to be taken in a tax return by determining if the technical merits of the tax position indicate it is more likely than not that the tax position will be sustained upon audit, including resolution of any related appeals or litigation processes. For tax positions more likely than not of being sustained upon audit, the second step is to measure the tax benefit as the largest amount more than 50% likely of being realized upon settlement. Significant judgment is required to evaluate uncertain tax positions and they are evaluated on a quarterly basis. Our evaluations are based upon a number of factors, including changes in facts or circumstances, changes in tax law, correspondence with tax authorities during the course of audits and effective settlement of audit issues. Changes in the recognition or measurement of uncertain tax positions could result in material increases or decreases in our income tax expense in the period in which we make the change, which could have a material impact on our effective tax rate and operating results.

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Contingencies and Litigation

We are subject to various proceedings, lawsuits and claims relating to products and services, technology, labor, stockholder and other matters. We are required to assess the likelihood of any adverse outcomes and the potential range of probable losses in these matters. If the potential loss is considered probable and the amount can be reasonably estimated, we accrue a liability for the estimated loss. If the potential loss is considered less than probable or the amount cannot be reasonably estimated, disclosure of the matter is considered. The amount of loss accrual or disclosure, if any, is determined after analysis of each matter, and is subject to adjustment if warranted by new developments or revised strategies. Due to uncertainties related to these matters, accruals or disclosures are based on the best information available at the time. Significant judgment is required in both the assessment of likelihood and in the determination of a range of potential losses. Revisions in the estimates of the potential liabilities could have a material impact on our consolidated financial position or consolidated results of operations. For the periods presented, we have not experienced significant changes to our estimates and judgments related to the assessment of likelihood and in the determination of a range of potential losses.

New Accounting Pronouncements

For information about recent accounting pronouncements recently adopted and not yet adopted and the impact on our consolidated financial statements, refer to Part II, Item 8, Financial Statements and Supplementary Data, Note 1, Nature of Business and Summary of Significant Accounting Policies, in our accompanying Notes to Consolidated Financial Statements in this Annual Report on Form 10-K.

MD&A history

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

FY 2024 10-K MD&A

SEC filing source: 0001628280-24-045719.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Published MD&A gate trimmed front/tail over-capture. Confidence: high. Filing date: 2024-11-06. Report date: 2024-09-30.

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

Our Management’s Discussion and Analysis of Financial Condition and Results of Operations (“MD&A”) includes the following: a business overview that provides a high-level summary of our strategies and initiatives, highlights from fiscal year 2024 and key performance metrics for our Software segment; a more detailed analysis of our results of operations; our capital resources and liquidity, which discusses key aspects of our statements of cash flows, changes in our balance sheets and our financial commitments; and a summary of our critical accounting estimates that involve a significant level of estimation uncertainty. Our MD&A should be read in conjunction with Item 8, Financial Statements and Supplementary Data, of this Annual Report on Form 10-K. The following discussion contains forward-looking statements that are subject to risks and uncertainties. Actual results may differ from those referred to herein due to a number of factors, including but not limited to risks described in Item 1A, Risk Factors, in this Annual Report on Form 10-K.

Our MD&A focuses on discussion of year-over-year comparisons between fiscal 2024 and fiscal 2023. Discussion of fiscal 2022 results and year-over-year comparisons between fiscal 2023 and fiscal 2022 that are not included in this Annual Report on Form 10-K can be found in “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in Part II, Item 7 of our Annual Report on Form 10-K for the fiscal year ended September 30, 2023.

BUSINESS OVERVIEW

Strategies and Initiatives

In fiscal 2024, our B2B scoring solutions, including the flagship FICO® Score, continued to be the standard measure of consumer credit risk in the U.S. The adoption of our most predictive scores, FICO® Score 10 and 10 T, gained increased traction for non-conforming mortgages and will be implemented for conforming mortgages based on the timeline set forth by the Federal Housing Finance Agency for enterprise credit scoring requirements. We continued the expansion of our financial inclusion initiatives through the FICO® Educational Analytics Challenge, a program created to help promote diversity in data science, engineering, and technology at Historically Black Colleges and Universities. Additionally, we host free Score A Better FutureTM financial education workshops for students and adults from traditionally underserved communities. Internationally, we launched a FICO Score based on Ukrainian Bureau of Credit Histories data, an innovative score to help Ukrainians gain credit access in Poland. We also remained committed to expanding usage of the FICO® Resilience Index, a complement to FICO Scores that more precisely predicts a borrower’s resilience to future economic disruptions, helping lenders manage latent risk. We continued to develop alternative data scores, including trended data cash flow attributes, to help lenders identify credit borrowers with positive financial profiles that extend beyond their traditional credit reports as well as offer credit score layering leveraging UltraFICO® Score and FICO® Score XD to help broaden accessibility and extend financial inclusion to borrowers with limited credit history.

During fiscal 2024, the strategy for our Software segment was to continue to advance and drive growth through our platform-first, cloud delivered products. A significant portion of our short-term opportunity remains in North America, where financial institutions are focused on digital transformation and understand the value of FICO® Platform. We have also expanded our FICO Platform reach both by geography and customer type in order to enable organizations to operationalize analytics, and to power customer connections and decision making at scale. We continue to innovate and bring new capabilities to FICO Platform, demonstrating its value with new customers and expanding use cases with existing customers.

We also continued to enhance stockholder value by returning cash to stockholders through our stock repurchase program. During fiscal 2024, we repurchased 0.6 million shares at a total repurchase price of $833.3 million.

Highlights from Fiscal 2024

•Total revenues were $1.7 billion during fiscal 2024, a 13% increase from fiscal 2023.

•Revenues for our Scores segment were $919.7 million during fiscal 2024, a 19% increase from fiscal 2023.

•Annual Recurring Revenue for our Software segment as of September 30, 2024 was $721.2 million, an 8% increase from September 30, 2023.

•Dollar-Based Net Retention Rate for our Software segment was 106% as of September 30, 2024.

•Operating income was $733.6 million during fiscal 2024, a 14% increase from fiscal 2023.

•Net income was $512.8 million during fiscal 2024, a 19% increase from fiscal 2023.

•Diluted EPS was $20.45 during fiscal 2024, a 21% increase from fiscal 2023.

•Cash flow from operating activities was $633.0 million during fiscal 2024, compared with $468.9 million during fiscal 2023.

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•Cash and cash equivalents were $150.7 million as of September 30, 2024, compared with $136.8 million as of September 30, 2023.

•Total debt balance was $2.2 billion as of September 30, 2024, compared with $1.9 billion as of September 30, 2023.

•Total share repurchases during fiscal 2024 were $833.3 million, compared with $407.3 million during fiscal 2023.

Key performance metrics for Software segment

Annual Contract Value Bookings (“ACV Bookings”)

Management regards ACV Bookings as an important indicator of future revenues, but it is not comparable to, nor is it a substitute for, an analysis of our revenues and other U.S. generally accepted accounting principles (“U.S. GAAP”) measures. We define ACV Bookings as the average annualized value of software contracts signed in the current reporting period that generate current and future on-premises and SaaS software revenue. We only include contracts with an initial term of at least 24 months and we exclude perpetual licenses and other software revenues that are non-recurring in nature. For renewals of existing software subscription contracts, we count only incremental annual revenue expected over the current contract as ACV Bookings.

ACV Bookings is calculated by dividing the total expected contract value by the contract term in years. The expected contract value equals the fixed amount — including guaranteed minimums, if any — stated in the contract, plus estimates of future usage-based fees. We develop estimates from discussions with our customers and examinations of historical data from similar products and customer arrangements. Differences between estimates and actual results occur due to variability in the estimated usage. This variability can be the result of the economic trends in our customers’ industries, individual performance of our customers relative to their competitors, and regulatory and other factors that affect the business environment in which our customers operate. For the periods presented, ACV Bookings related to estimates of future usage-based fees was approximately 30% of the total ACV Bookings amount on an annualized basis. Differences between the initial estimates of future usage-based fees and actual results historically have not been material and we do not currently expect that they will be materially different in the future.

We disclose estimated revenue expected to be recognized in the future related to remaining performance obligations in Note 9 to the accompanying consolidated financial statements. However, we believe ACV Bookings is a useful supplemental measure of our business as it includes estimated revenues and future billings excluded from Note 9, such as usage-based fees and guaranteed minimums derived from our on-premises software licenses, among others.

The following table summarizes our ACV Bookings during the periods indicated:

Quarter Ended September 30,Year Ended September 30,
2024202320242023 (*)
(In millions)
Total on-premises and SaaS software$22.1$28.0$84.7$93.9

(*) We sold certain assets related to our Siron compliance business during the quarter ended December 31, 2022, and the amount above excludes this product line for the year ended September 30, 2023.

Annual Recurring Revenue (“ARR”)

Accounting Standards Codification Topic 606, Revenue from Contracts with Customers, requires us to recognize a significant portion of revenue from our on-premises software subscriptions at the point in time when the software is first made available to the customer, or at the beginning of the subscription term, despite the fact that our contracts typically call for billing these amounts ratably over the life of the subscription. The remaining portion of our on-premises software subscription revenue including maintenance and usage-based fees are recognized over the life of the contract. This point-in-time recognition of a portion of our on-premises software subscription revenue creates significant variability in the revenue recognized period to period based on the timing of the subscription start date and the subscription term. Furthermore, this point-in-time revenue recognition can create a significant difference between the timing of our revenue recognition and the actual customer billing under the contract. We use ARR to measure the underlying performance of our subscription-based contracts and mitigate the impact of this variability. ARR is defined as the annualized revenue run-rate of on-premises and SaaS software agreements within a quarterly reporting period, and as such, is different from the timing and amount of revenue recognized. All components of our software licensing and subscription arrangements that are not expected to recur (primarily perpetual licenses) are excluded. We calculate ARR as the quarterly recurring revenue run-rate multiplied by four.

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The following table summarizes our ARR for on-premises and SaaS software exiting each of the dates presented:

December 31, 2022 (*)March 31, 2023June 30, 2023September 30, 2023December 31, 2023March 31, 2024June 30, 2024September 30, 2024
ARR(In millions)
Platform$132.8$152.5$164.1$173.2$190.3$201.4$215.1$227.0
Non-Platform450.1461.0481.8496.2497.4495.6494.5494.2
Total$582.9$613.5$645.9$669.4$687.7$697.0$709.6$721.2
Percentage
Platform23%25%25%26%28%29%30%31%
Non-Platform77%75%75%74%72%71%70%69%
Total100%100%100%100%100%100%100%100%
YoY Change
Platform46%60%53%53%43%32%31%31%
Non-Platform4%7%11%14%11%8%3%%
Total11%17%20%22%18%14%10%8%

(*) We sold certain assets related to our Siron compliance business during the quarter ended December 31, 2022, and the amounts and percentages above exclude this product line at December 31, 2022.

Dollar-Based Net Retention Rate (“DBNRR”)

We consider DBNRR to be an important measure of our success in retaining and growing revenue from our existing customers. To calculate DBNRR for any period, we compare the ARR at the end of the prior comparable quarter (“base ARR”) to the ARR from that same cohort of customers at the end of the current quarter (“retained ARR”); we then divide the retained ARR by the base ARR to arrive at the DBNRR. Our calculation includes the positive impact among this cohort of customers of selling additional products, price increases and increases in usage-based fees, and the negative impact of customer attrition, price decreases, and decreases in usage-based fees during the period. However, the calculation does not include the positive impact from sales to any new customers acquired during the period. Our DBNRR may increase or decrease from period to period as a result of various factors, including the timing of new sales and customer renewal rates.

The following table summarizes our DBNRR for on-premises and SaaS software exiting each of the dates presented:

December 31, 2022 (*)March 31, 2023June 30, 2023September 30, 2023December 31, 2023March 31, 2024June 30, 2024September 30, 2024
DBNRR
Platform130%146%142%145%136%126%124%123%
Non-Platform103%105%109%111%108%106%101%99%
Total110%114%117%120%114%112%108%106%

(*) We sold certain assets related to our Siron compliance business during the quarter ended December 31, 2022, and the percentages above exclude this product line at December 31, 2022.

RESULTS OF OPERATIONS

We are organized into two reportable segments: Scores and Software. Although we sell solutions and services into a large number of end user product and industry markets, our reportable business segments reflect the primary method in which management organizes and evaluates internal financial information to make operating decisions and assess performance.

Segment revenues, operating income, and related financial information, including disaggregation of revenue, for the years ended September 30, 2024, 2023 and 2022 are set forth in Note 9 and Note 14 to the accompanying consolidated financial statements.

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Revenues

The following tables set forth certain summary information on a segment basis related to our revenues for fiscal 2024, 2023 and 2022:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
Segment2024202320222024 to 20232023 to 20222024 to 20232023 to 2022
(In thousands)(In thousands)
Scores$919,650$773,828$706,643$145,822$67,18519%10%
Software797,876739,729670,62758,14769,1028%10%
Total$1,717,526$1,513,557$1,377,270203,969136,28713%10%
Percentage of Revenues Year Ended September 30,
Segment202420232022
Scores54%51%51%
Software46%49%49%
Total100%100%100%

Scores

Scores segment revenues increased $145.8 million in fiscal 2024 from 2023 due to an increase of $150.8 million in our business-to-business scores revenue, partially offset by a decrease of $5.0 million in our business-to-consumer revenue. The increase in business-to-business scores revenue was primarily attributable to a higher unit price, partially offset by a decrease in volume of mortgage originations. The decrease in business-to-consumer revenue was primarily attributable to a decrease in direct sales generated from the myFICO.com website.

Software

The following table provides information about disaggregated revenue for our Software segment by revenue types:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2024202320222024 to 20232023 to 20222024 to 20232023 to 2022
(In thousands)(In thousands)
On-premises and SaaS software$711,340$640,182$564,751$71,158$75,43111%13%
Professional services86,53699,547105,876(13,011)(6,329)(13)%(6)%
Total$797,876$739,729$670,62758,14769,1028%10%

The following table provides information about disaggregated revenue for on-premises and SaaS software within our Software segment by timing of revenue recognition:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2024202320222024 to 20232023 to 20222024 to 20232023 to 2022
(In thousands)(In thousands)
Software recognized at a point in time (1)$76,284$72,843$75,647$3,441$(2,804)5%(4)%
Software recognized over contract term (2)635,056567,339489,10467,71778,23512%16%
Total$711,340$640,182$564,751$71,15875,43111%13%

(1)Includes license portion of our on-premises subscription software and perpetual license, both of which are recognized when the software is made available to the customer, or at the start of the subscription.

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(2)Includes maintenance portion and usage-based fees of our on-premises subscription software, maintenance revenue on perpetual licenses, as well as SaaS revenue.

Software segment revenues increased $58.1 million in fiscal 2024 from 2023 due to a $71.2 million increase in on-premises and SaaS software revenue, partially offset by a $13.0 million decrease in services revenue. The increase in our on-premises and SaaS software revenue was primarily attributable to an increase in revenue recognized over time largely driven by SaaS growth for our Platform products. The decrease in professional services revenue was primarily attributable to our strategy to emphasize higher-margin software over professional services.

Operating Expenses and Other Income (Expense), Net

The following tables set forth certain summary information related to our consolidated statements of income and comprehensive income for fiscal 2024, 2023 and 2022:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2024202320222024 to 20232023 to 20222024 to 20232023 to 2022
(In thousands, except employees)(In thousands, except employees)
Revenues$1,717,526$1,513,557$1,377,270$203,969$136,28713%10%
Operating expenses:
Cost of revenues348,206311,053302,17437,1538,87912%3%
Research and development171,940159,950146,75811,99013,1927%9%
Selling, general and administrative462,834400,565383,86362,26916,70216%4%
Amortization of intangible assets9171,1002,061(183)(961)(17)%(47)%
Gain on product line asset sale(1,941)1,941(1,941)(100)%%
Total operating expenses983,897870,727834,856113,17035,87113%4%
Operating income733,629642,830542,41490,799100,41614%19%
Interest expense, net(105,638)(95,546)(68,967)(10,092)(26,579)11%39%
Other income (expense), net14,0346,340(2,138)7,6948,478121%(397)%
Income before income taxes642,025553,624471,30988,40182,31516%17%
Provision for income taxes129,214124,24997,7684,96526,4814%27%
Net income$512,811$429,375$373,54183,43655,83419%15%
Number of employees at fiscal year-end3,5863,4553,404131514%1%

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Percentage of Revenues Year Ended September 30,
202420232022
Revenues100%100%100%
Operating expenses:
Cost of revenues20%21%22%
Research and development10%11%11%
Selling, general and administrative27%26%28%
Amortization of intangible assets%%%
Gain on product line asset sale%%%
Total operating expenses57%58%61%
Operating income43%42%39%
Interest expense, net(6)%(6)%(5)%
Other income (expense), net1%%%
Income before income taxes38%36%34%
Provision for income taxes8%8%7%
Net income30%28%27%

Cost of Revenues

Cost of revenues consists primarily of employee salaries, incentives, and benefits for personnel directly involved in delivering software products, operating SaaS infrastructure, and providing support, implementation and consulting services; overhead, facilities and data center costs; software royalty fees; credit bureau data and processing services; third-party hosting fees related to our SaaS services; travel costs; and outside services.

The fiscal 2024 over 2023 increase in cost of revenues of $37.2 million was primarily attributable to an $18.1 million increase in infrastructure and facilities costs, a $12.4 million increase in personnel and labor costs, a $4.3 million increase in direct materials costs, and a $2.4 million increase in outside services costs. The increase in infrastructure and facilities costs was primarily attributable to an increase in third-party data center hosting costs, a prior year one-time reimbursement from a third-party data center provider for implementation costs previously incurred, and an increase in software royalty costs. The increase in personnel and labor costs was primarily attributable to increased market base-pay adjustments and increased share-based compensation expense. The increase in direct materials costs was primarily attributable to increased telecommunications expenses to support FICO® Customer Communications Services revenue. The increase in outside services costs was primarily attributable to increased consulting costs. Cost of revenues as a percentage of revenues decreased to 20% during fiscal 2024 from 21% during fiscal 2023, primarily due to increased sales of our higher-margin Scores products.

Research and Development

Research and development expenses include personnel and related overhead costs incurred in the development of new products and services, including research of mathematical and statistical models and development of new versions of Software products.

The fiscal 2024 over 2023 increase in research and development expenses of $12.0 million was primarily attributable to an $8.2 million increase in personnel and labor costs, as a result of increases in share-based compensation expense, headcount, and incentive expense, a $2.4 million increase in infrastructure and facilities costs primarily attributable to increased third-party data center hosting costs, and a $1.8 million increase in consulting costs. Research and development expenses as a percentage of revenues decreased to 10% during fiscal 2024 from 11% during fiscal 2023.

Selling, General and Administrative

Selling, general and administrative expenses consist principally of employee salaries, incentives, commissions and benefits; travel costs; overhead costs; advertising and other promotional expenses; corporate facilities expenses; legal expenses; and business development expenses.

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The fiscal 2024 over 2023 increase in selling, general and administrative expenses of $62.3 million was primarily attributable to a $38.6 million increase in personnel and labor costs, a $6.0 million increase in outside services costs, a $5.5 million increase in advertising and other promotional costs, a $4.9 million increase in non-income tax costs, a $3.7 million increase in travel costs, and a $2.6 million increase in infrastructure and facilities costs. The increase in personnel and labor costs was primarily attributable to increased share-based compensation expense, increased headcount, market base-pay adjustments, increased fringe benefit costs related to our supplemental retirement and savings plan, and increased incentive expense. The increase in outside services costs was primarily attributable to increased legal and consulting expenses. The increase in advertising and other promotional expenses was primarily attributable to increased costs for advertising campaigns and corporate events. The increase in non-income tax costs was primarily attributable to a tax law change related to transfer pricing effective in fiscal 2024 that impacted a non-U.S. subsidiary. The increase in travel costs was primarily attributable to promotional and corporate events. The increase in infrastructure and facilities costs was primarily attributable to the impact of a favorable adjustment in the prior year from the termination of an office lease. Selling, general and administrative expenses as a percentage of revenues increased to 27% during fiscal 2024 from 26% during fiscal 2023.

Amortization of Intangible Assets

Amortization of intangible assets consists of expense related to intangible assets recorded in connection with our acquisitions. Our finite-lived intangible assets, consisting primarily of completed technology and customer contracts and relationships, are amortized using the straight-line method over periods ranging from five to ten years.

Amortization expense was $0.9 million and $1.1 million for fiscal 2024 and 2023, respectively.

Gain on Product Line Asset Sale

The $1.9 million gain on product line asset sale during fiscal 2023 was attributable to the sale of certain assets related to our Siron compliance business.

Interest Expense, Net

Interest expense includes interest on the senior notes issued in December 2021, December 2019, and May 2018, as well as interest and credit agreement fees on the revolving line of credit and term loans. On our consolidated statements of income and comprehensive income, interest expense is netted with interest income, which is derived primarily from the investment of funds in excess of our immediate operating requirements.

The fiscal 2024 from 2023 increase in net interest expense of $10.1 million was primarily attributable to a higher average interest rate and higher average outstanding balance of borrowings under our credit agreement during fiscal 2024.

Other Income (Expense), Net

Other income (expense), net consists primarily of unrealized investment gains/losses and realized gains/losses on certain investments classified as trading securities, exchange rate gains/losses resulting from remeasurement of foreign-currency-denominated receivable and cash balances held by our various reporting entities into their respective functional currencies at period-end market rates, net of the impact of offsetting foreign currency forward contracts, and other non-operating items.

The fiscal 2024 over 2023 increase in other income, net of $7.7 million was primarily attributable to an increase in net unrealized and realized gains on investments classified as trading securities in our supplemental retirement and savings plan and a decrease in foreign currency exchange losses.

Provision for Income Taxes

Our effective income tax rates were 20.1%, 22.4% and 20.7% in fiscal 2024, 2023 and 2022, respectively.

The decrease in our effective tax rate in fiscal 2024 compared to fiscal 2023 was due to an increase in excess tax benefits related to share-based compensation.

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Operating Income

The following tables set forth certain summary information on a segment basis related to our operating income for fiscal 2024, 2023 and 2022:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
Segment2024202320222024 to 20232023 to 20222024 to 20232023 to 2022
(In thousands)(In thousands)
Scores$813,354$681,071$619,355$132,283$61,71619%10%
Software257,529241,191183,12216,33858,0697%32%
Unallocated corporate expenses(186,898)(156,426)(142,647)(30,472)(13,779)19%10%
Total segment operating income883,985765,836659,830118,149106,00615%16%
Unallocated share-based compensation(149,439)(123,847)(115,355)(25,592)(8,492)21%7%
Unallocated amortization expense(917)(1,100)(2,061)183961(17)%(47)%
Gain on product line asset sale1,941(1,941)1,941(100)%%
Operating income$733,629$642,830$542,41490,799100,41614%19%

Scores

Year Ended September 30,Percentage of Revenues
202420232022202420232022
(In thousands)
Segment revenues$919,650$773,828$706,643100%100%100%
Segment operating expenses(106,296)(92,757)(87,288)(12)%(12)%(12)%
Segment operating income$813,354$681,071$619,35588%88%88%

Software

Year Ended September 30,Percentage of Revenues
202420232022202420232022
(In thousands)
Segment revenues$797,876$739,729$670,627100%100%100%
Segment operating expenses(540,347)(498,538)(487,505)(68)%(67)%(73)%
Segment operating income$257,529$241,191$183,12232%33%27%

The fiscal 2024 over 2023 increase in operating income of $90.8 million was primarily attributable to a $204.0 million increase in segment revenues, partially offset by a $55.3 million increase in segment operating expenses, a $30.5 million increase in corporate expenses, and a $25.6 million increase in share-based compensation cost.

At the segment level, the $118.1 million increase in segment operating income was the result of a $132.3 million increase in our Scores segment operating income and a $16.3 million increase in our Software segment operating income, partially offset by a $30.5 million increase in corporate expenses.

The $132.3 million increase in our Scores segment operating income was attributable to a $145.8 million increase in segment revenue, partially offset by a $13.5 million increase in segment operating expenses. Segment operating income as a percentage of segment revenue for Scores was 88%, consistent with fiscal 2023.

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The $16.3 million increase in our Software segment operating income was attributable to a $58.1 million increase in segment revenue, partially offset by a $41.8 million increase in segment operating expenses. Segment operating income as a percentage of segment revenue for Software decreased to 32% from 33%, primarily attributable to a prior year one-time reimbursement from a third-party data center provider for implementation costs previously incurred, partially offset by a decrease in sales of our lower-margin professional services.

CAPITAL RESOURCES AND LIQUIDITY

Outlook

As of September 30, 2024, we had $150.7 million in cash and cash equivalents, which included $124.4 million held by our foreign subsidiaries. We believe our cash and cash equivalents balances, including those held by our foreign subsidiaries, as well as available borrowings from our $600 million revolving line of credit and anticipated cash flows from operating activities, will be sufficient to fund our working and other capital requirements for at least the next 12 months and thereafter for the foreseeable future, including the $15.0 million principal payments on the $300 Million Term Loan (as defined below) due over the next 12 months. Under our current financing arrangements, we have no other significant debt obligations maturing over the next twelve months. For jurisdictions outside the U.S. where cash may be repatriated in the future, the Company expects the net impact of any repatriations to be immaterial to the Company’s overall tax liability.

In the normal course of business, we evaluate the merits of acquiring technology or businesses, or establishing strategic relationships with or investing in these businesses. We may elect to use available cash and cash equivalents to fund such activities in the future. In the event additional needs for cash arise, or if we refinance our existing debt, we may raise additional funds from a combination of sources, including the potential issuance of debt or equity securities. Additional financing might not be available on terms favorable to us, or at all. If adequate funds were not available or were not available on acceptable terms, our ability to take advantage of unanticipated opportunities or respond to competitive pressures could be limited.

Summary of Cash Flows

Year Ended September 30,
202420232022
(In thousands)
Cash provided by (used in):
Operating activities$632,964$468,915$509,450
Investing activities(27,993)(15,954)(5,671)
Financing activities(592,923)(455,001)(547,165)
Effect of exchange rate changes on cash1,8415,616(18,766)
Increase (decrease) in cash and cash equivalents$13,889$3,576$(62,152)

Cash Flows from Operating Activities

Our primary method for funding operations and growth has been through cash flows generated from operating activities. Net cash provided by operating activities totaled $633.0 million in fiscal 2024 compared to $468.9 million in fiscal 2023. The $164.1 million increase was attributable to an $83.4 million increase in net income, a $43.0 million increase that resulted from timing of receipts and payments in our ordinary course of business, and a $37.7 million increase in non-cash items.

Cash Flows from Investing Activities

Net cash used in investing activities totaled $28.0 million in fiscal 2024 compared to $16.0 million in fiscal 2023. The $12.0 million increase was attributable to a $16.7 million increase in capitalized internal-use software costs and a $4.6 million increase in purchases of property and equipment, partially offset by a $6.1 million decrease in cash transferred, net of proceeds, from a product line asset sale and a $3.2 million increase in proceeds from sales, net of purchases, of marketable securities.

Cash Flows from Financing Activities

Net cash used in financing activities totaled $592.9 million in fiscal 2024 compared to $455.0 million in fiscal 2023. The $137.9 million increase was primarily attributable to a $416.2 million increase in repurchases of common stock and a $62.5 million increase in taxes paid related to net share settlement of equity awards, partially offset by a $340.0 million increase in proceeds, net of payments, on our revolving line of credit and term loans.

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Repurchases of Common Stock

In January 2024, our Board of Directors approved a stock repurchase program (the “January 2024 program”), replacing our previously authorized October 2022 stock repurchase program, which was terminated prior to its expiration. The January 2024 program was open-ended and authorized repurchases of shares of our common stock from time to time up to an aggregate cost of $500.0 million in the open market or in negotiated transactions. In July 2024, our Board of Directors approved a new stock repurchase program (the “July 2024 program”), replacing the January 2024 program, which was terminated prior to its expiration and under which $29.6 million was remaining for repurchase at the time of termination. The July 2024 program is open-ended and authorizes repurchases of shares of our common stock from time to time up to an aggregate cost of $1.0 billion in the open market or in negotiated transactions. The July 2024 program remains in effect until the total authorized amount is expended or until further action by our Board of Directors. As of September 30, 2024, we had $760.5 million remaining under the July 2024 program. During fiscal 2024 and 2023, we expended $833.3 million and $407.3 million, respectively, under the July 2024 program and previously authorized stock repurchase programs, as applicable.

Revolving Line of Credit and Term Loans

We have a $600 million unsecured revolving line of credit and a $300 million unsecured term loan (the “$300 Million Term Loan”) with a syndicate of banks that mature on August 19, 2026. Borrowings under the revolving line of credit and the $300 Million Term Loan can be used for working capital and general corporate purposes and may also be used for the refinancing of existing debt, acquisitions, and the repurchase of our common stock. The $300 Million Term Loan requires principal payments in consecutive quarterly installments of $3.75 million on the last business day of each quarter. Interest rates on amounts borrowed under the revolving line of credit and the $300 Million Term Loan are based on (i) an adjusted base rate, which is the greatest of (a) the prime rate, (b) the Federal Funds rate plus 0.5%, and (c) one-month adjusted term Secured Overnight Financing Rate (“SOFR”) plus 1%, plus, in each case, an applicable margin, or (ii) an adjusted term SOFR plus an applicable margin (or, if such rate is no longer available, a successor benchmark rate determined in accordance with the terms of the credit agreement). Adjusted term SOFR is defined as term SOFR for the relevant interest period plus a SOFR adjustment of 0.10% per annum. The applicable margin for base rate borrowings and for SOFR borrowings is determined based on our consolidated leverage ratio. The applicable margin for base rate borrowings ranges from 0% to 0.75% per annum and for SOFR borrowings ranges from 1% to 1.75% per annum. In addition, we must pay certain credit facility fees. The revolving line of credit and the $300 Million Term Loan contain certain restrictive covenants including a maximum consolidated leverage ratio of 3.5 to 1.0, subject to a step up to 4.0 to 1.0 following certain permitted acquisitions and subject to certain conditions, and a minimum interest coverage ratio of 3.0 to 1.0. The credit agreement also contains other covenants typical of unsecured credit facilities.

On June 13, 2024, we amended our credit agreement to provide for the issuance of a new $450 million unsecured term loan (the “$450 Million Term Loan”) with a syndicate of banks, increasing the total capacity of the credit agreement to $1.35 billion. The $450 Million Term Loan is subject to the same interest rate provisions and covenants as the revolving line of credit and the $300 Million Term Loan, and matures on August 19, 2026. We have no obligation to make scheduled principal payments on the $450 Million Term Loan prior to the maturity date, but may prepay the $450 Million Term Loan, without premium or penalty, in whole or in part.

As of September 30, 2024, we had $210.0 million in borrowings outstanding under the revolving line of credit at a weighted-average interest rate of 6.396%, $258.8 million in outstanding balance of the $300 Million Term Loan at an interest rate of 6.344%, and $450.0 million in outstanding balance of the $450 Million Term Loan at an interest rate of 6.281%. We were in compliance with all financial covenants under the credit agreement as of September 30, 2024.

Senior Notes

On May 8, 2018, we issued $400 million of senior notes in a private offering to qualified institutional investors (the “2018 Senior Notes”). The 2018 Senior Notes require interest payments semi-annually at a rate of 5.25% per annum and will mature on May 15, 2026. On December 6, 2019, we issued $350 million of senior notes in a private offering to qualified institutional investors (the “2019 Senior Notes”). The 2019 Senior Notes require interest payments semi-annually at a rate of 4.00% per annum and will mature on June 15, 2028. On December 17, 2021, we issued $550 million of additional senior notes of the same class as the 2019 Senior Notes in a private offering to qualified institutional investors (the “2021 Senior Notes,” and collectively with the 2018 Senior Notes and the 2019 Senior Notes, the “Senior Notes”). The 2021 Senior Notes require interest payments semi-annually at a rate of 4.00% per annum and will mature on June 15, 2028, the same date as the 2019 Senior Notes. The indentures for the Senior Notes contain certain covenants typical of unsecured obligations. As of September 30, 2024, the carrying value of the Senior Notes was $1.3 billion and we were in compliance with all financial covenants under these obligations.

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Contractual Obligations

The following table presents a summary of our contractual obligations at September 30, 2024:

Year Ending September 30,ThereafterTotal
20252026202720282029
(In thousands)
Senior Notes (1)$$400,000$$900,000$$$1,300,000
Revolving line of credit and term loans (1)15,000903,750918,750
Interest due on Senior Notes57,00057,00036,00036,000186,000
Operating lease obligations13,3789,8055,6184,4392,6262,03937,905
Finance lease obligations3,6253,6253,62544111,316
Purchase obligations (2)$62,27157,8352,594122,700
Unrecognized tax benefits (3)19,879
Total commitments$151,274$1,432,015$47,837$940,880$2,626$2,039$2,596,550

(1)Represents the unpaid principal payments due under the Senior Notes, revolving line of credit, and term loans.

(2)Represents purchase obligations primarily consisting of commitments to purchase certain services. For services that have been delivered under these arrangements as of September 30, 2024, we recorded related liabilities within accounts payable or other accrued liabilities on our consolidated balance sheet, which are excluded from the purchase obligations amount.

(3)Represents unrecognized tax benefits related to uncertain tax positions. As we are not able to reasonably estimate the timing of the payments or the amount by which the liability will increase or decrease over time, the related balances have not been reflected in the section of the table showing payment by fiscal year.

CRITICAL ACCOUNTING ESTIMATES

We prepare our consolidated financial statements in conformity with U.S. GAAP. These accounting principles require management to make certain judgments and assumptions that affect the reported amounts of assets and liabilities and the disclosure of contingent assets and liabilities as of the date of the financial statements, and the reported amounts of revenues and expenses during the reporting period. We periodically evaluate our estimates including those relating to revenue recognition, goodwill resulting from business combinations and other long-lived assets – impairment assessment, share-based compensation, income taxes, and contingencies and litigation. We base our estimates on historical experience and various other assumptions that we believe to be reasonable based on the specific circumstances, the results of which form the basis for making judgments about the carrying value of certain assets and liabilities that are not readily apparent from other sources. Actual results may differ from these estimates and such differences could be material to our financial condition and results of operations. Critical accounting estimates are those that involve a significant level of estimation uncertainty and have had or are reasonably likely to have a material impact on our financial condition and results of operations.

While our significant accounting policies are more fully described in Note 1 and Note 9 to our consolidated financial statements included elsewhere in this report, we believe the following accounting policies require the most critical accounting estimates, which involve significant subjectivity and judgment, and changes to such estimates or assumptions could have a material impact on our financial condition or operating results. Therefore, we consider an understanding of the variability and judgment required in making these estimates and assumptions to be critical in fully understanding and evaluating our reported financial results.

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Revenue Recognition

For our SaaS subscriptions, we estimate the total variable consideration at contract inception — subject to any constraints that may apply — and update the estimates as new information becomes available and recognize the amount ratably over the SaaS service period, unless we determine it is appropriate to allocate the variable amount to each distinct service period and recognize revenue as each distinct service period is performed. Variable consideration is included in the transaction price if, in our judgment, it is probable that a significant future reversal of cumulative revenue recognized under the contract will not occur. Variable consideration is estimated based on either the expected value or the most likely amount method depending on which method we expect to better predict the amount of consideration to which we will be entitled. Our estimates of variable consideration are based largely on an assessment of our anticipated performance and all information (historical, current and forecasted) that is reasonably available to us at contract inception and require judgment. For the periods presented, we have not experienced significant changes to our estimates and judgments related to variable consideration in our contracts.

For our professional services, significant judgment may be required to determine the timing of satisfaction of a performance obligation in certain professional services contracts with a fixed consideration, in which we measure progress using an input method based on labor hours expended. In order to estimate the total hours of the project, we make assumptions about labor utilization, efficiency of processes, the customer’s specification and IT environment, among others. For certain complex projects, due to the risks and uncertainties inherent with the estimation process and factors relating to the assumptions, actual progress may differ due to the change in estimated total hours. Adjustments to estimates are made in the period in which the facts requiring such revisions become known and, accordingly, recognized revenues are subject to revisions as the contract progresses to completion. For the periods presented, we have not experienced significant changes to our estimates and judgments related to the timing of satisfaction of our professional services.

Our contracts with customers often include promises to transfer multiple products and services to a customer. Determining whether products and services are considered distinct and should be accounted for separately may require significant judgment. Specifically, when implementation service is included in the original software or SaaS offerings, judgment is required to determine if the implementation service significantly modifies or customizes the software or SaaS service in such a way that the risks of providing it and the customization service are inseparable. In rare instances, contracts may include significant modification or customization of the software of SaaS service and will result in the combination of software or SaaS service and implementation service as one performance obligation. For the periods presented, we have not experienced significant changes to our estimates and judgments related to the identification of performance obligations for our contracts.

We determine the standalone selling prices (“SSP”) using data from our historical standalone sales, or, in instances where such information is not available (such as when we do not sell the product or service separately), we consider factors such as the stated contract prices, our overall pricing practices and objectives, go-to-market strategy, size and type of the transactions, and effects of the geographic area on pricing, among others. When the selling price of a product or service is highly variable, we may use the residual approach to determine the SSP of that product or service. Significant judgment may be required to determine the SSP for each distinct performance obligation when it involves the consideration of many market conditions and entity-specific factors discussed above. For the periods presented, we have not experienced significant changes to our estimates and judgments related to the determination of our SSPs.

Goodwill and Other Long-Lived Assets - Impairment Assessment

Goodwill represents the excess of cost over the fair value of identifiable assets acquired and liabilities assumed in business combinations. We assess goodwill for impairment for each of our reporting units on an annual basis during our fourth fiscal quarter using a July 1 measurement date unless circumstances require a more frequent measurement.

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We have determined that our reporting units are the same as our reportable segments. When evaluating goodwill for impairment, we may first perform an assessment qualitatively whether it is more likely than not that a reporting unit's carrying amount exceeds its fair value, referred to as a “step zero” approach. If, based on the review of the qualitative factors, we determine it is not more likely than not that the fair value of a reporting unit is less than its carrying value, we would bypass the two-step impairment test. Events and circumstances we consider in performing the “step zero” qualitative assessment include macro-economic conditions, market and industry conditions, internal cost factors, share price fluctuations, and the operational stability and overall financial performance of the reporting units. If we conclude that it is more likely than not that a reporting unit's fair value is less than its carrying amount, we would perform the first step (“step one”) of the two-step impairment test and calculate the estimated fair value of the reporting unit by using discounted cash flow valuation models and by comparing our reporting units to guideline publicly-traded companies. These methods require estimates of our future revenues, profits, capital expenditures, working capital, and other relevant factors, as well as selecting appropriate guideline publicly-traded companies for each reporting unit. We estimate these amounts by evaluating historical trends, current budgets, operating plans, industry data, and other relevant factors. Alternatively, we may bypass the qualitative assessment described above for any reporting unit in any period and proceed directly to performing step one of the goodwill impairment test.

Our other long-lived assets are assessed for potential impairment when there is evidence that events and circumstances related to our financial performance and economic environment indicate the carrying amount of the assets may not be recoverable. When impairment indicators are identified, we test for impairment using undiscounted projected cash flows. If such tests indicate impairment, then we measure and record the impairment as the difference between the carrying value of the asset and the fair value of the asset. Significant management judgment is required in forecasting future operating results used in the preparation of the projected cash flows. Should different conditions prevail, material write downs of our other long-lived assets could occur.

As discussed above, while we believe that the assumptions and estimates utilized were appropriate based on the information available to management, different assumptions, judgments and estimates could materially affect our impairment assessments for our goodwill and other long-lived assets. For the periods presented, we have not experienced significant changes to our estimates and judgments related to our goodwill or other long-lived assets impairment assessment. We believe our projected operating results and cash flows would need to be significantly less favorable to have a material impact on our impairment assessment. However, based upon our historical experience with operations, we do not believe there is a reasonable likelihood of a significant change in our projections.

Share-Based Compensation

We measure share-based compensation cost at the grant date based on the fair value of the award and recognize it as expense, net of estimated forfeitures, over the vesting or service period, as applicable, of the stock award (generally three to four years). We use the Black-Scholes valuation model to determine the fair value of our stock options and a Monte Carlo valuation model to determine the fair value of our market share units. Our valuation models and generally accepted valuation techniques require us to make assumptions and to apply judgment to determine the fair value of our awards. These assumptions and judgments include estimating the volatility of our stock price, expected dividend yield, employee turnover rates and employee stock option exercise behaviors. For the periods presented, we have not experienced significant changes to our estimates and judgments related to the fair value of our awards. See Note 12 to the accompanying consolidated financial statements for further discussion of our share-based employee benefit plans.

Income Taxes

We estimate our income taxes based on the various jurisdictions where we conduct business, which involves significant judgment in determining our income tax provision. We estimate our current tax liability using currently enacted tax rates and laws and assess temporary differences that result from differing treatments of certain items for tax and accounting purposes. These differences result in deferred tax assets and liabilities recorded on our consolidated balance sheets using the currently enacted tax rates and laws that will apply to taxable income for the years in which those tax assets are expected to be realized or settled. We then assess the likelihood our deferred tax assets will be realized and to the extent we believe realization is not more likely than not, we establish a valuation allowance. When we establish a valuation allowance or increase this allowance in an accounting period, we record a corresponding income tax expense in our consolidated statements of income and comprehensive income. In assessing the need for the valuation allowance, we consider future taxable income in the jurisdictions we operate; our ability to carry back tax attributes to prior years; an analysis of our deferred tax assets and the periods over which they will be realizable; and ongoing prudent and feasible tax planning strategies. An increase in the valuation allowance would have an adverse impact, which could be material, on our income tax provision and net income in the period in which we record the increase.

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We recognize and measure benefits for uncertain tax positions using a two-step approach. The first step is to evaluate the tax position taken or expected to be taken in a tax return by determining if the technical merits of the tax position indicate it is more likely than not that the tax position will be sustained upon audit, including resolution of any related appeals or litigation processes. For tax positions more likely than not of being sustained upon audit, the second step is to measure the tax benefit as the largest amount more than 50% likely of being realized upon settlement. Significant judgment is required to evaluate uncertain tax positions and they are evaluated on a quarterly basis. Our evaluations are based upon a number of factors, including changes in facts or circumstances, changes in tax law, correspondence with tax authorities during the course of audits and effective settlement of audit issues. Changes in the recognition or measurement of uncertain tax positions could result in material increases or decreases in our income tax expense in the period in which we make the change, which could have a material impact on our effective tax rate and operating results.

Contingencies and Litigation

We are subject to various proceedings, lawsuits and claims relating to products and services, technology, labor, stockholder and other matters. We are required to assess the likelihood of any adverse outcomes and the potential range of probable losses in these matters. If the potential loss is considered probable and the amount can be reasonably estimated, we accrue a liability for the estimated loss. If the potential loss is considered less than probable or the amount cannot be reasonably estimated, disclosure of the matter is considered. The amount of loss accrual or disclosure, if any, is determined after analysis of each matter, and is subject to adjustment if warranted by new developments or revised strategies. Due to uncertainties related to these matters, accruals or disclosures are based on the best information available at the time. Significant judgment is required in both the assessment of likelihood and in the determination of a range of potential losses. Revisions in the estimates of the potential liabilities could have a material impact on our consolidated financial position or consolidated results of operations. For the periods presented, we have not experienced significant changes to our estimates and judgments related to the assessment of likelihood and in the determination of a range of potential losses.

New Accounting Pronouncements

For information about recent accounting pronouncements recently adopted and not yet adopted and the impact on our consolidated financial statements, refer to Part II, Item 8, Financial Statements and Supplementary Data, Note 1, Nature of Business and Summary of Significant Accounting Policies, in our accompanying Notes to Consolidated Financial Statements in this Annual Report on Form 10-K.

FY 2023 10-K MD&A

SEC filing source: 0000814547-23-000022.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Published MD&A gate trimmed front/tail over-capture. Confidence: high. Filing date: 2023-11-08. Report date: 2023-09-30.

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

Our Management’s Discussion and Analysis of Financial Condition and Results of Operations (“MD&A”) includes the following: a business overview that provides a high-level summary of our strategies and initiatives, highlights from fiscal year 2023 and key performance metrics for our Software segment; a more detailed analysis of our results of operations; our capital resources and liquidity, which discusses key aspects of our statements of cash flows, changes in our balance sheets and our financial commitments; and a summary of our critical accounting estimates that involve a significant level of estimation uncertainty. Our MD&A should be read in conjunction with Item 8, Financial Statements and Supplementary Data, of this Annual Report on Form 10-K. The following discussion contains forward-looking statements that are subject to risks and uncertainties. Actual results may differ from those referred to herein due to a number of factors, including but not limited to risks described in Item 1A, Risk Factors, in this Annual Report on Form 10-K.

Our MD&A focuses on discussion of year-over-year comparisons between fiscal 2023 and fiscal 2022. Discussion of fiscal 2021 results and year-over-year comparisons between fiscal 2022 and fiscal 2021 that are not included in this Annual Report on Form 10-K can be found in “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in Part II, Item 7 of our Annual Report on Form 10-K for the fiscal year ended September 30, 2022.

BUSINESS OVERVIEW

Strategies and Initiatives

In fiscal 2023, our B2B scoring solutions, including the flagship FICO® Score, continued to be the standard measure of consumer credit risk in the U.S. We continued to promote adoption of our most predictive scores, FICO® Score 10 and 10 T. Internationally, we launched FICO® Score 10 in Canada, FICO® Score 6 in South Africa, and FICO® Score 4 and FICO® Extended Score 4 in Mexico, further expanding our financial inclusion initiatives. We also remained committed to expanding usage of the FICO® Resilience Index, a complement to FICO Scores that identifies consumers who are more resilient to economic stress relative to other consumers within the same FICO Score bands. We continued to develop scores that use alternative data to enhance conventional credit bureau data and generate scores for otherwise un-scorable consumers.

During fiscal 2023, we continued to advance and drive growth through our platform-first, cloud delivered strategy in our Software segment. This strategic focus has led us to exit non-strategic products and services in the past few years, allowing us to dedicate our resources to expanding the capabilities and market penetration of FICO® Platform. We also continued our transition from private data centers to external service providers to host our technology infrastructure.

We also continued to enhance stockholder value by returning cash to stockholders through our stock repurchase programs. During fiscal 2023, we repurchased 0.6 million shares at a total repurchase price of $407.3 million.

Highlights from Fiscal 2023

•Total revenue was $1.5 billion during fiscal 2023, a 10% increase from fiscal 2022.

•Annual Recurring Revenue for our Software segment as of September 30, 2023 was $669.4 million, a 22% increase from September 30, 2022.

•Dollar-Based Net Retention Rate for our Software segment during the fourth quarter of fiscal 2023 was 120%.

•Operating income was $642.8 million during fiscal 2023, a 19% increase from fiscal 2022.

•Net income was $429.4 million during fiscal 2023, a 15% increase from fiscal 2022.

•Diluted EPS was $16.93 during fiscal 2023, a 19% increase from fiscal 2022.

•Cash flow from operating activities was $468.9 million during fiscal 2023, compared with $509.5 million during fiscal 2022.

•Cash and cash equivalents were $136.8 million as of September 30, 2023, compared with $133.2 million as of September 30, 2022.

•Total debt balance was $1.9 billion as of September 30, 2023 and September 30, 2022.

•Total share repurchases during fiscal 2023 were $407.3 million, compared with $1.1 billion during fiscal 2022.

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Key performance metrics for Software segment

Annual Contract Value Bookings (“ACV Bookings”)

Management regards ACV Bookings as an important indicator of future revenues, but they are not comparable to, nor are they a substitute for, an analysis of our revenues and other U.S. generally accepted accounting principles (“U.S. GAAP”) measures. We define ACV Bookings as the average annualized value of software contracts signed in the current reporting period that generate current and future on-premises and SaaS software revenue. We only include contracts with an initial term of at least 24 months and we exclude perpetual licenses and other software revenues that are non-recurring in nature. For renewals of existing software subscription contracts, we count only incremental annual revenue expected over the current contract as ACV Bookings.

ACV Bookings is calculated by dividing the total expected contract value by the contract term in years. The expected contract value equals the fixed amount — including guaranteed minimums, if any — stated in the contract, plus estimates of future usage-based fees. We develop estimates from discussions with our customers and examinations of historical data from similar products and customer arrangements. Differences between estimates and actual results occur due to variability in the estimated usage. This variability can be the result of the economic trends in our customers’ industries; individual performance of our customers relative to their competitors; and regulatory and other factors that affect the business environment in which our customers operate.

We disclose estimated revenue expected to be recognized in the future related to remaining performance obligations in Note 11 to the accompanying consolidated financial statements. However, we believe ACV Bookings is a more meaningful measure of our business as it includes estimated revenues and future billings excluded from Note 11, such as usage-based fees and guaranteed minimums derived from our on-premises software licenses, among others.

The following table summarizes our ACV Bookings during the periods indicated:

Quarter Ended September 30,Year Ended September 30,
2023202220232022
(In millions)
Total on-premises and SaaS software (*)$28.0$29.2$93.9$84.5

(*) During fiscal 2023, we sold certain assets related to our Siron compliance business. The amounts above exclude this product line for all periods presented.

Annual Recurring Revenue (“ARR”)

Accounting Standards Codification Topic 606, Revenue from Contacts with Customers, requires us to recognize a significant portion of revenue from our on-premises software subscriptions at the point in time when the software is first made available to the customer, or at the beginning of the subscription term, despite the fact that our contracts typically call for billing these amounts ratably over the life of the subscription. The remaining portion of our on-premises software subscription revenue including maintenance and usage-based fees are recognized over the life of the contract. This point-in-time recognition of a portion of our on-premises software subscription revenue creates significant variability in the revenue recognized period to period based on the timing of the subscription start date and the subscription term. Furthermore, this point-in-time revenue recognition can create a significant difference between the timing of our revenue recognition and the actual customer billing under the contract. We use ARR to measure the underlying performance of our subscription-based contracts and mitigate the impact of this variability. ARR is defined as the annualized revenue run-rate of on-premises and SaaS software agreements within a quarterly reporting period, and as such, is different from the timing and amount of revenue recognized. All components of our software licensing and subscription arrangements that are not expected to recur (primarily perpetual licenses) are excluded. We calculate ARR as the quarterly recurring revenue run-rate multiplied by four.

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The following table summarizes our ARR for on-premises and SaaS software at each of the dates presented:

December 31, 2021March 31, 2022June 30, 2022September 30, 2022December 31, 2022March 31, 2023June 30, 2023September 30, 2023
ARR (*)(In millions)
Platform (**)$90.9$95.4$107.2$113.1$132.8$152.5$164.1$173.2
Non-Platform433.4430.6432.3437.0450.1461.0481.8496.2
Total$524.3$526.0$539.5$550.1$582.9$613.5$645.9$669.4
Percentage
Platform17%18%20%21%23%25%25%26%
Non-Platform83%82%80%79%77%75%75%74%
Total100%100%100%100%100%100%100%100%
YoY Change
Platform71%64%62%54%46%60%53%53%
Non-Platform3%3%2%2%4%7%11%14%
Total11%10%10%10%11%17%20%22%

(*) During fiscal 2023, we sold certain assets related to our Siron compliance business. The amounts and percentages above exclude this product line at all dates presented.

(**) FICO platform software is a set of interoperable capabilities which use software assets owned and/or governed by FICO for building solutions and services which conform to FICO architectural standards based on key elements of Cloud Native Computing design principles. These standards encompass shared security context and access using FICO standard application programming interfaces.

Dollar-Based Net Retention Rate (“DBNRR”)

We consider DBNRR to be an important measure of our success in retaining and growing revenue from our existing customers. To calculate DBNRR for any period, we compare the ARR at the end of the prior comparable quarter (“base ARR”) to the ARR from that same cohort of customers at the end of the current quarter (“retained ARR”); we then divide the retained ARR by the base ARR to arrive at the DBNRR. Our calculation includes the positive impact among this cohort of customers of selling additional products, price increases and increases in usage-based fees, and the negative impact of customer attrition, price decreases, and decreases in usage-based fees during the period. However, the calculation does not include the positive impact from sales to any new customers acquired during the period. Our DBNRR may increase or decrease from period to period as a result of various factors, including the timing of new sales and customer renewal rates.

The following table summarizes our DBNRR for on-premises and SaaS software for each of the periods presented:

Quarter Ended
December 31, 2021March 31, 2022June 30, 2022September 30, 2022December 31, 2022March 31, 2023June 30, 2023September 30, 2023
DBNRR (*)
Platform146%144%137%129%130%146%142%145%
Non-Platform102%102%101%101%103%105%109%111%
Total109%109%109%109%110%114%117%120%

(*) During fiscal 2023, we sold certain assets related to our Siron compliance business. The percentages above exclude this product line for all periods presented.

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RESULTS OF OPERATIONS

We are organized into two reportable segments: Scores and Software. Although we sell solutions and services into a large number of end user product and industry markets, our reportable business segments reflect the primary method in which management organizes and evaluates internal financial information to make operating decisions and assess performance.

Segment revenues, operating income, and related financial information, including disaggregation of revenue, for the years ended September 30, 2023, 2022 and 2021 are set forth in Note 11 and Note 17 to the accompanying consolidated financial statements.

Revenues

The following tables set forth certain summary information on a segment basis related to our revenues for fiscal 2023, 2022 and 2021:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
Segment2023202220212023 to 20222022 to 20212023 to 20222022 to 2021
(In thousands)(In thousands)
Scores$773,828$706,643$654,147$67,185$52,49610%8%
Software739,729670,627662,38969,1028,23810%1%
Total$1,513,557$1,377,270$1,316,536136,28760,73410%5%
Percentage of Revenues Year Ended September 30,
Segment202320222021
Scores51%51%50%
Software49%49%50%
Total100%100%100%

Scores

Scores segment revenues increased $67.2 million in fiscal 2023 from 2022 due to an increase of $85.6 million in our business-to-business scores revenue, partially offset by a decrease of $18.4 million in our business-to-consumer revenue. The increase in business-to-business scores revenue was primarily attributable to a higher unit price, partially offset by a decrease in mortgage originations volume. The decrease in business-to-consumer revenue was primarily attributable to a decrease in direct sales generated from the myFICO.com website.

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Software

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2023202220212023 to 20222022 to 20212023 to 20222022 to 2021
(In thousands)(In thousands)
On-premises and SaaS software$640,182$564,751$517,888$75,431$46,86313%9%
Professional services99,547105,876144,501(6,329)(38,625)(6)%(27)%
Total$739,729$670,627$662,38969,1028,23810%1%
Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2023202220212023 to 20222022 to 20212023 to 20222022 to 2021
(In thousands)(In thousands)
Software recognized at a point in time (1)$72,843$75,647$59,024$(2,804)$16,623(4)%28%
Software recognized over contract term (2)567,339489,104458,86478,23530,24016%7%
Total on-premises and SaaS software$640,182$564,751$517,888$75,43146,86313%9%

(1)Includes license portion of our on-premises subscription software and perpetual license, both of which are recognized when the software is made available to the customer, or at the start of the subscription.

(2)Includes maintenance portion and usage-based fees of our on-premises subscription software, maintenance revenue on perpetual licenses, as well as SaaS revenue.

Software segment revenues increased $69.1 million in fiscal 2023 from 2022 due to a $75.4 million increase in on-premises and SaaS software revenue, partially offset by a $6.3 million decrease in services revenue. The increase in our on-premises and SaaS software revenue was primarily attributable to an increase in revenue recognized over the contract term largely driven by SaaS growth.

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Operating Expenses and Other Income (Expense), Net

The following tables set forth certain summary information related to our consolidated statements of income and comprehensive income for fiscal 2023, 2022 and 2021:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2023202220212023 to 20222022 to 20212023 to 20222022 to 2021
(In thousands, except employees)(In thousands, except employees)
Revenues$1,513,557$1,377,270$1,316,536$136,287$60,73410%5%
Operating expenses:
Cost of revenues311,053302,174332,4628,879(30,288)3%(9)%
Research and development159,950146,758171,23113,192(24,473)9%(14)%
Selling, general and administrative400,565383,863396,28116,702(12,418)4%(3)%
Amortization of intangible assets1,1002,0613,255(961)(1,194)(47)%(37)%
Restructuring charges7,957(7,957)%(100)%
Gains on product line asset sales and business divestiture(1,941)(100,139)(1,941)100,139%(100)%
Total operating expenses870,727834,856811,04735,87123,8094%3%
Operating income642,830542,414505,489100,41636,92519%7%
Interest expense, net(95,546)(68,967)(40,092)(26,579)(28,875)39%72%
Other income (expense), net6,340(2,138)7,7458,478(9,883)(397)%(128)%
Income before income taxes553,624471,309473,14282,315(1,833)17%%
Provision for income taxes124,24997,76881,05826,48116,71027%21%
Net income$429,375$373,541$392,08455,834(18,543)15%(5)%
Number of employees at fiscal year-end3,4553,4043,65051(246)1%(7)%

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Percentage of Revenues Year Ended September 30,
202320222021
Revenues100%100%100%
Operating expenses:
Cost of revenues21%22%25%
Research and development11%11%13%
Selling, general and administrative26%28%30%
Amortization of intangible assets%%%
Restructuring charges%%1%
Gains on product line asset sales and business divestiture%%(7)%
Total operating expenses58%61%62%
Operating income42%39%38%
Interest expense, net(6)%(5)%(3)%
Other income (expense), net%%1%
Income before income taxes36%34%36%
Provision for income taxes8%7%6%
Net income28%27%30%

Cost of Revenues

Cost of revenues consists primarily of employee salaries, incentives, and benefits for personnel directly involved in delivering software products, operating SaaS infrastructure, and providing support, implementation and consulting services; overhead, facilities and data center costs; software royalty fees; credit bureau data and processing services; third-party hosting fees related to our SaaS services; travel costs; and outside services.

The fiscal 2023 over 2022 increase in cost of revenues of $8.9 million was primarily attributable to a $23.4 million increase in personnel and labor costs, partially offset by a $12.9 million decrease in infrastructure and facilities costs, and a $3.9 million decrease in direct materials costs. The increase in personnel and labor costs was primarily attributable to increases in employee time allocated to cost of revenues, increased stock-based compensation expense, increased incentive expense and increased headcount. The decrease in infrastructure and facilities costs was primarily attributable to a one-time reimbursement from a third-party data center provider for implementation costs previously incurred. The decrease in direct materials costs was primarily attributable to a decrease in credit bureau data costs associated with decreased business-to-consumer scoring solutions revenue through the myFICO.com website. Cost of revenues as a percentage of revenues decreased to 21% during fiscal 2023 from 22% during fiscal 2022, primarily due to increased sales of our higher margin Scores products and the one-time reimbursement from a third-party data center provider for implementation costs previously incurred.

Research and Development

Research and development expenses include personnel and related overhead costs incurred in the development of new products and services, including research of mathematical and statistical models and development of new versions of Software products.

The fiscal 2023 over 2022 increase in research and development expenses of $13.2 million was primarily attributable to a $10.7 million increase in personnel and labor costs as a result of increases in time allocated to research and development activities, and a $1.4 million increase in infrastructure and facilities costs primarily attributable to increased third-party data center hosting fees and SaaS costs. Research and development expenses as a percentage of revenues remained consistent at 11% during fiscal 2023 and 2022.

Selling, General and Administrative

Selling, general and administrative expenses consist principally of employee salaries, incentives, commissions and benefits; travel costs; overhead costs; advertising and other promotional expenses; corporate facilities expenses; legal expenses; and business development expenses.

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The fiscal 2023 over 2022 increase in selling, general and administrative expenses of $16.7 million was primarily attributable to a $10.9 million increase in personnel and labor costs, a $5.2 million increase in marketing and business development costs, a $3.3 million increase in travel costs, and a $2.2 million increase in outside services expenses, partially offset by a $4.9 million decrease in infrastructure and facilities costs. The increase in personnel and labor costs was primarily a result of increased fringe benefit costs related to our supplemental retirement and savings plan. The increases in marketing, business development and travel costs were primarily attributable to increased costs for a company-wide marketing event held during both fiscal 2023 and 2022, with higher costs incurred for the fiscal 2023 event due to the increased scope of the event. In addition, as COVID-19 related restrictions have been relaxed, we held more corporate events, increased advertising and promotional expenses and increased travel costs. The increase in outside services expenses was primarily attributable to increased legal expenses. The decrease in infrastructure and facilities costs was primarily attributable to a decrease in software royalty fees and maintenance allocated to selling, general and administrative expenses, and a favorable adjustment from the termination of an office lease related to our consolidation of office space. Selling, general and administrative expenses as a percentage of revenues decreased to 26% during fiscal 2023 from 28% during fiscal 2022.

Amortization of Intangible Assets

Amortization of intangible assets consists of expense related to intangible assets recorded in connection with our acquisitions. Our finite-lived intangible assets, consisting primarily of completed technology and customer contracts and relationships, are amortized using the straight-line method over periods ranging from five to ten years.

Amortization expense was $1.1 million and $2.1 million for fiscal 2023 and 2022, respectively.

Restructuring Charges

There were no restructuring charges incurred during fiscal 2023 and 2022.

Gains on Product Line Asset Sales and Business Divestiture

The $1.9 million gain on product line asset sale during fiscal 2023 was attributable to the sale of certain assets related to our Siron compliance business in December 2022.

Interest Expense, Net

Interest expense includes interest on the senior notes issued in December 2021, December 2019, and May 2018, as well as interest and credit agreement fees on the revolving line of credit and term loan. On our consolidated statements of income and comprehensive income, interest expense is netted with interest income, which is derived primarily from the investment of funds in excess of our immediate operating requirements.

The fiscal 2023 from 2022 increase in net interest expense of $26.6 million was primarily attributable to a higher average outstanding debt balance, as well as a higher average interest rate on our revolving line of credit and term loan during fiscal 2023.

Other Income (Expense), Net

Other income (expense), net consists primarily of unrealized investment gains/losses and realized gains/losses on certain investments classified as trading securities, exchange rate gains/losses resulting from remeasurement of foreign-currency-denominated receivable and cash balances held by our various reporting entities into their respective functional currencies at period-end market rates, net of the impact of offsetting foreign currency forward contracts, and other non-operating items.

The fiscal 2023 over 2022 change in other income (expense), net of $8.5 million, from $2.1 million in other expense, net to $6.3 million in other income, net, was primarily attributable to net unrealized gains on investments classified as trading securities in our supplemental retirement and savings plan in the current year compared to losses in the prior year, partially offset by an increase in foreign currency exchange losses.

Provision for Income Taxes

Our effective tax rates were 22.4%, 20.7% and 17.1% in fiscal 2023, 2022 and 2021, respectively.

The increase in our effective tax rate in fiscal 2023 compared to fiscal 2022 was due to the increase in pretax income overall, in addition to a one-time increase related to the divestiture of a non-U.S. subsidiary.

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Operating Income

The following tables set forth certain summary information on a segment basis related to our operating income for fiscal 2023, 2022 and 2021:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
Segment2023202220212023 to 20222022 to 20212023 to 20222022 to 2021
(In thousands)(In thousands)
Scores$681,071$619,355$563,609$61,716$55,74610%10%
Software241,191183,122107,10158,06976,02132%71%
Unallocated corporate expenses(156,426)(142,647)(141,691)(13,779)(956)10%1%
Total segment operating income765,836659,830529,019106,006130,81116%25%
Unallocated share-based compensation(123,847)(115,355)(112,457)(8,492)(2,898)7%3%
Unallocated amortization expense(1,100)(2,061)(3,255)9611,194(47)%(37)%
Unallocated restructuring charges(7,957)7,957%(100)%
Gains on product line asset sales and business divestiture1,941100,1391,941(100,139)%(100)%
Operating income$642,830$542,414$505,489100,41636,92519%7%

Scores

Year Ended September 30,Percentage of Revenues
202320222021202320222021
(In thousands)
Segment revenues$773,828$706,643$654,147100%100%100%
Segment operating expenses(92,757)(87,288)(90,538)(12)%(12)%(14)%
Segment operating income$681,071$619,355$563,60988%88%86%

Software

Year Ended September 30,Percentage of Revenues
202320222021202320222021
(In thousands)
Segment revenues$739,729$670,627$662,389100%100%100%
Segment operating expenses(498,538)(487,505)(555,288)(67)%(73)%(84)%
Segment operating income$241,191$183,122$107,10133%27%16%

The fiscal 2023 over 2022 increase in operating income of $100.4 million was primarily attributable to a $136.3 million increase in segment revenues, partially offset by a $16.5 million increase in segment operating expenses, a $13.8 million increase in corporate expenses, and an $8.5 million increase in share-based compensation cost.

At the segment level, the $106.0 million increase in segment operating income was the result of a $61.7 million increase in our Scores segment operating income and a $58.1 million increase in our Software segment operating income, partially offset by a $13.8 million increase in corporate expenses.

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The $61.7 million increase in our Scores segment operating income was attributable to a $67.2 million increase in segment revenue, partially offset by a $5.5 million increase in segment operating expenses. Segment operating income as a percentage of segment revenue for Scores was 88%, consistent with fiscal 2022.

The $58.1 million increase in our Software segment operating income was attributable to a $69.1 million increase in segment revenue, partially offset by a $11.0 million increase in segment operating expenses. Segment operating income as a percentage of segment revenue for Software increased to 33% from 27%, primarily attributable to an increase in software revenue recognized over the contract term due to SaaS growth, a one-time reimbursement from a third-party data center provider for implementation costs previously incurred, and a decrease in sales of our lower-margin professional services.

CAPITAL RESOURCES AND LIQUIDITY

Outlook

As of September 30, 2023, we had $136.8 million in cash and cash equivalents, which included $110.4 million held by our foreign subsidiaries. We believe our cash and cash equivalents balances, including those held by our foreign subsidiaries, as well as available borrowings from our $600 million revolving line of credit and anticipated cash flows from operating activities, will be sufficient to fund our working and other capital requirements for at least the next 12 months and thereafter for the foreseeable future, including the $15.0 million principal payments on our term loan due over the next 12 months. Under our current financing arrangements, we have no other significant debt obligations maturing over the next twelve months. For jurisdictions outside the U.S. where cash may be repatriated in the future, the Company expects the net impact of any repatriations to be immaterial to the Company’s overall tax liability.

In the normal course of business, we evaluate the merits of acquiring technology or businesses, or establishing strategic relationships with or investing in these businesses. We may elect to use available cash and cash equivalents to fund such activities in the future. In the event additional needs for cash arise, or if we refinance our existing debt, we may raise additional funds from a combination of sources, including the potential issuance of debt or equity securities. Additional financing might not be available on terms favorable to us, or at all. If adequate funds were not available or were not available on acceptable terms, our ability to take advantage of unanticipated opportunities or respond to competitive pressures could be limited.

Summary of Cash Flows

Year Ended September 30,
202320222021
(In thousands)
Cash provided by (used in):
Operating activities$468,915$509,450$423,817
Investing activities(15,954)(5,671)137,850
Financing activities(455,001)(547,165)(523,571)
Effect of exchange rate changes on cash5,616(18,766)(136)
Increase (decrease) in cash and cash equivalents$3,576$(62,152)$37,960

Cash Flows from Operating Activities

Our primary method for funding operations and growth has been through cash flows generated from operating activities. Net cash provided by operating activities totaled $468.9 million in fiscal 2023 compared to $509.5 million in fiscal 2022. The $40.6 million decrease was attributable to a $68.9 million decrease in non-cash items and a $27.5 million decrease that resulted from timing of receipts and payments in our ordinary course of business, partially offset by a $55.8 million increase in net income.

Cash Flows from Investing Activities

Net cash used in investing activities totaled $16.0 million in fiscal 2023 compared to $5.7 million in fiscal 2022. The $10.3 million increase was primarily attributable to an $8.4 million decrease in cash proceeds from the product line asset sales, net of cash transferred and a $3.0 million decrease in proceeds from sale of marketable securities.

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Cash Flows from Financing Activities

Net cash used in financing activities totaled $455.0 million in fiscal 2023 compared to $547.2 million in fiscal 2022. The $92.2 million decrease was primarily attributable to a $698.7 million decrease in repurchases of common stock and an $8.8 million decrease in payments on debt issuance costs, partially offset by a $550.0 million decrease in proceeds from the issuance of senior notes, a $45.8 million decrease in proceeds, net of payments, on our revolving line of credit and term loan, and a $25.7 million increase in taxes paid related to net share settlement of equity awards.

Repurchases of Common Stock

In October 2022, our Board of Directors approved a stock repurchase program replacing our previously authorized program. This program is open-ended and authorizes repurchases of shares of our common stock up to an aggregate cost of $500.0 million in the open market or in negotiated transactions. As of September 30, 2023, we had $120.5 million remaining under our current stock repurchase program. During fiscal 2023 and 2022, we expended $407.3 million and $1.1 billion, respectively, under our current and previously authorized stock repurchase programs.

Revolving Line of Credit and Term Loan

We have a $600 million unsecured revolving line of credit and a $300 million unsecured term loan with a syndicate of banks that mature on August 19, 2026. Borrowings under the revolving line of credit and term loan can be used for working capital and general corporate purposes and may also be used for the refinancing of existing debt, acquisitions, and the repurchase of our common stock. The term loan requires principal payments in consecutive quarterly installments of $3.75 million on the last business day of each quarter. In November 2022, we amended our credit agreement to replace the LIBOR reference rate with the Secured Overnight Financing Rate (“SOFR”) reference rate. Interest rates on amounts borrowed under the revolving line of credit and term loan are based on (i) an adjusted base rate, which is the greatest of (a) the prime rate, (b) the Federal Funds rate plus 0.5%, and (c) one-month adjusted term SOFR rate plus 1%, plus, in each case, an applicable margin, or (ii) an adjusted term SOFR rate plus an applicable margin. The applicable margin for base rate borrowings and for SOFR borrowings is determined based on our consolidated leverage ratio. The applicable margin for base rate borrowings ranges from 0% to 0.75% per annum and for SOFR borrowings ranges from 1% to 1.75% per annum. In addition, we must pay certain credit facility fees. The revolving line of credit and term loan contain certain restrictive covenants including a maximum consolidated leverage ratio of 3.5 to 1.0, subject to a step up to 4.0 to 1.0 following certain permitted acquisitions and subject to certain conditions, and a minimum interest coverage ratio of 3.0 to 1.0. The credit agreement also contains other covenants typical of unsecured credit facilities.

As of September 30, 2023, we had $300.0 million in borrowings outstanding under the revolving line of credit at a weighted-average interest rate of 6.678%, of which $35.0 million was classified as a current liability and $265.0 million was classified as a long-term liability. In addition, as of September 30, 2023, we had $273.8 million in outstanding balance under the term loan at an interest rate of 6.752%, of which $15.0 million was classified as a current liability and $258.8 million was classified as a long-term liability. The current and long-term revolving line of credit and term loan liabilities were recorded in current maturities on debt and long-term debt, respectively, within the accompanying consolidated balance sheets. We were in compliance with all financial covenants under this credit agreement as of September 30, 2023.

Senior Notes

On May 8, 2018, we issued $400 million of senior notes in a private offering to qualified institutional investors (the “2018 Senior Notes”). The 2018 Senior Notes require interest payments semi-annually at a rate of 5.25% per annum and will mature on May 15, 2026. On December 6, 2019, we issued $350 million of senior notes in a private offering to qualified institutional investors (the “2019 Senior Notes”). The 2019 Senior Notes require interest payments semi-annually at a rate of 4.00% per annum and will mature on June 15, 2028. On December 17, 2021, we issued $550 million of additional senior notes of the same class as the 2019 Senior Notes in a private offering to qualified institutional investors (the “2021 Senior Notes,” and collectively with the 2018 Senior Notes and the 2019 Senior Notes, the “Senior Notes”). The 2021 Senior Notes require interest payments semi-annually at a rate of 4.00% per annum and will mature on June 15, 2028, the same date as the 2019 Senior Notes. The indentures for the Senior Notes contain certain covenants typical of unsecured obligations. As of September 30, 2023, the carrying value of the Senior Notes was $1.3 billion and we were in compliance with all financial covenants under these obligations.

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Contractual Obligations

The following table presents a summary of our contractual obligations at September 30, 2023:

Year Ending September 30,ThereafterTotal
20242025202620272028
(In thousands)
Senior Notes (1)$$$400,000$$900,000$$1,300,000
Revolving line of credit and term loan (1)15,00015,000543,750573,750
Interest due on Senior Notes57,00057,00057,00036,00036,000243,000
Operating lease obligations17,73111,8728,9013,94926816042,881
Unrecognized tax benefits (2)13,849
Total commitments$89,731$83,872$1,009,651$39,949$936,268$160$2,173,480

(1)Represents the unpaid principal payments due under the Senior Notes, revolving line of credit, and term loan.

(2)Represents unrecognized tax benefits related to uncertain tax positions. As we are not able to reasonably estimate the timing of the payments or the amount by which the liability will increase or decrease over time, the related balances have not been reflected in the section of the table showing payment by fiscal year.

CRITICAL ACCOUNTING POLICIES AND ESTIMATES

We prepare our consolidated financial statements in conformity with U.S. GAAP. These accounting principles require management to make certain judgments and assumptions that affect the reported amounts of assets and liabilities and the disclosure of contingent assets and liabilities as of the date of the financial statements, and the reported amounts of revenues and expenses during the reporting period. We periodically evaluate our estimates including those relating to revenue recognition, goodwill resulting from business combinations and other long-lived assets — impairment assessment, share-based compensation, income taxes, and contingencies and litigation. We base our estimates on historical experience and various other assumptions that we believe to be reasonable based on the specific circumstances, the results of which form the basis for making judgments about the carrying value of certain assets and liabilities that are not readily apparent from other sources. Actual results may differ from these estimates and such differences could be material to our financial condition and results of operations. Critical accounting estimates are those that involve a significant level of estimation uncertainty and have had or are reasonably likely to have a material impact on our financial condition and results of operations.

While our significant accounting policies are more fully described in Note 1 to our consolidated financial statements included elsewhere in this report, we believe the following discussion addresses our most critical accounting estimates, which involve significant subjectivity and judgment, and changes to such estimates or assumptions could have a material impact on our financial condition or operating results. Therefore, we consider an understanding of the variability and judgment required in making these estimates and assumptions to be critical in fully understanding and evaluating our reported financial results.

Revenue Recognition

Contracts with Customers

Our revenue is primarily derived from on-premises software and SaaS subscriptions, professional services and scoring services. For contracts with customers that contain various combinations of products and services, we evaluate whether the products or services are distinct — distinct products or services will be accounted for as separate performance obligations, while non-distinct products or services are combined with others to form a single performance obligation. For contracts with multiple performance obligations, the transaction price is allocated to each performance obligation on a relative standalone selling price (“SSP”) basis. Revenue is recognized when control of the promised goods or services is transferred to our customers.

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Our on-premises software is primarily sold on a subscription basis, which includes a term-based license and post-contract support or maintenance, both of which generally represent distinct performance obligations and are accounted for separately. The transaction price is either a fixed fee, or a usage-based fee — sometimes subject to a guaranteed minimum. When the amount is fixed, including the guaranteed minimum in a usage-based fee, license revenue is recognized at the point in time when the software is made available to the customer. Maintenance revenue is recognized ratably over the contract period as customers simultaneously consume and receive benefits. Any usage-based fees not subject to a guaranteed minimum or earned in excess of the minimum amount are recognized when the subsequent usage occurs. We occasionally sell software arrangements consisting of on-premises perpetual licenses and maintenance. License revenue is recognized at a point in time when the software is made available to the customer and maintenance revenue is recognized ratably over the contract term.

Our SaaS products provide customers with access to and standard support for our software on a subscription basis, delivered through our own infrastructure or third-party cloud services. The SaaS transaction contracts typically include a guaranteed minimum fee per period that allows up to a certain level of usage and a consumption-based variable fee in excess of the minimum threshold; or a consumption-based variable fee not subject to a minimum threshold. The nature of our SaaS arrangements is to provide continuous access to our hosted solutions in the cloud, i.e., a stand-ready obligation that comprises a series of distinct service periods (e.g., a series of distinct daily, monthly or annual periods of service). We estimate the total variable consideration at contract inception — subject to any constraints that may apply — and update the estimates as new information becomes available and recognize the amount ratably over the SaaS service period, unless we determine it is appropriate to allocate the variable amount to each distinct service period and recognize revenue as each distinct service period is performed.

Our professional services include software implementation, consulting, model development and training. Professional services are sold either standalone, or together with other products or services and generally represent distinct performance obligations. The transaction price can be a fixed amount or a variable amount based upon the time and materials expended. Revenue on fixed-price services is recognized using an input method based on labor hours expended, which we believe provides a faithful depiction of the transfer of services. Revenue on services provided on a time and materials basis is recognized by applying the “right-to-invoice” practical expedient as the amount to which we have a right to invoice the customer corresponds directly with the value of our performance to the customer.

Our scoring services include both business-to-business and business-to-consumer offerings. Our business-to-business scoring services typically include a license that grants consumer reporting agencies the right to use our scoring solutions in exchange for a usage-based royalty. Revenue is generally recognized when the usage occurs. Business-to-consumer offerings provide consumers with access to their FICO® Scores and credit reports, as well as other value-add services. These are provided as either a one-time or ongoing subscription service renewed monthly or annually, all with a fixed consideration. The nature of the subscription service is a stand-ready obligation to generate credit reports, provide credit monitoring, and other services for our customers, which comprises a series of distinct service periods (e.g., a series of distinct daily, monthly or annual periods of service). Revenue from one-time or monthly subscription services is recognized during the period when service is performed. Revenue from annual subscription services is recognized ratably over the subscription period.

Significant Judgments

Our contracts with customers often include promises to transfer multiple products and services to a customer. Determining whether products and services are considered distinct and should be accounted for separately may require significant judgment. Specifically, when implementation service is included in the original software or SaaS offerings, judgment is required to determine if the implementation service significantly modifies or customizes the software or SaaS service in such a way that the risks of providing it and the customization service are inseparable. In rare instances, contracts may include significant modification or customization of the software of SaaS service and will result in the combination of software or SaaS service and implementation service as one performance obligation.

We determine the SSPs using data from our historical standalone sales, or, in instances where such information is not available (such as when we do not sell the product or service separately), we consider factors such as the stated contract prices, our overall pricing practices and objectives, go-to-market strategy, size and type of the transactions, and effects of the geographic area on pricing, among others. When the selling price of a product or service is highly variable, we may use the residual approach to determine the SSP of that product or service. Significant judgment may be required to determine the SSP for each distinct performance obligation when it involves the consideration of many market conditions and entity-specific factors discussed above.

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Significant judgment may be required to determine the timing of satisfaction of a performance obligation in certain professional services contracts with a fixed consideration, in which we measure progress using an input method based on labor hours expended. In order to estimate the total hours of the project, we make assumptions about labor utilization, efficiency of processes, the customer’s specification and IT environment, among others. For certain complex projects, due to the risks and uncertainties inherent with the estimation process and factors relating to the assumptions, actual progress may differ due to the change in estimated total hours. Adjustments to estimates are made in the period in which the facts requiring such revisions become known and, accordingly, recognized revenues are subject to revisions as the contract progresses to completion.

Capitalized Commission Costs

We capitalize incremental commission fees paid as a result of obtaining customer contracts. Capitalized commission costs are amortized on a straight-line basis over ten years — determined using a portfolio approach — based on the transfer of goods or services to which the assets relate, taking into consideration both the initial and future contracts as we do not typically pay a commission on a contract renewal. The amortization costs are included in selling, general, and administrative expenses of our consolidated statements of income and comprehensive income.

We apply a practical expedient to recognize the incremental costs of obtaining contracts as an expense when incurred if the amortization period of the assets that we otherwise would have recognized is one year or less. These costs are recorded within selling, general, and administrative expenses.

Goodwill and Other Long-Lived Assets - Impairment Assessment

Goodwill represents the excess of cost over the fair value of identifiable assets acquired and liabilities assumed in business combinations. We assess goodwill for impairment for each of our reporting units on an annual basis during our fourth fiscal quarter using a July 1 measurement date unless circumstances require a more frequent measurement.

We have determined that our reporting units are the same as our reportable segments. When evaluating goodwill for impairment, we may first perform an assessment qualitatively whether it is more likely than not that a reporting unit's carrying amount exceeds its fair value, referred to as a “step zero” approach. If, based on the review of the qualitative factors, we determine it is not more likely than not that the fair value of a reporting unit is less than its carrying value, we would bypass the two-step impairment test. Events and circumstances we consider in performing the “step zero” qualitative assessment include macro-economic conditions, market and industry conditions, internal cost factors, share price fluctuations, and the operational stability and overall financial performance of the reporting units. If we conclude that it is more likely than not that a reporting unit's fair value is less than its carrying amount, we would perform the first step (“step one”) of the two-step impairment test and calculate the estimated fair value of the reporting unit by using discounted cash flow valuation models and by comparing our reporting units to guideline publicly-traded companies. These methods require estimates of our future revenues, profits, capital expenditures, working capital, and other relevant factors, as well as selecting appropriate guideline publicly-traded companies for each reporting unit. We estimate these amounts by evaluating historical trends, current budgets, operating plans, industry data, and other relevant factors. Alternatively, we may bypass the qualitative assessment described above for any reporting unit in any period and proceed directly to performing step one of the goodwill impairment test.

For fiscal 2022 and 2023, we performed a step zero qualitative analysis for our annual assessment of goodwill impairment. After evaluating and weighing all relevant events and circumstances, we concluded that it is not more likely than not that the fair value of either of our reporting units was less than their carrying amounts. Consequently, we did not perform a step one quantitative analysis and determined goodwill was not impaired for either of our reporting units for fiscal 2022 and 2023.

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Our other long-lived assets are assessed for potential impairment when there is evidence that events and circumstances related to our financial performance and economic environment indicate the carrying amount of the assets may not be recoverable. When impairment indicators are identified, we test for impairment using undiscounted projected cash flows. If such tests indicate impairment, then we measure and record the impairment as the difference between the carrying value of the asset and the fair value of the asset. Significant management judgment is required in forecasting future operating results used in the preparation of the projected cash flows. Should different conditions prevail, material write downs of our other long-lived assets could occur. We did not recognize any impairment charges on other long-lived assets in fiscal 2023 and 2022.

As discussed above, while we believe that the assumptions and estimates utilized were appropriate based on the information available to management, different assumptions, judgments and estimates could materially affect our impairment assessments for our goodwill and other long-lived assets. Historically, there have been no significant changes in our estimates or assumptions that would have had a material impact for our goodwill or other long-lived assets impairment assessment. We believe our projected operating results and cash flows would need to be significantly less favorable to have a material impact on our impairment assessment. However, based upon our historical experience with operations, we do not believe there is a reasonable likelihood of a significant change in our projections.

Share-Based Compensation

We measure share-based compensation cost at the grant date based on the fair value of the award and recognize it as expense, net of estimated forfeitures, over the vesting or service period, as applicable, of the stock award (generally three to four years). We use the Black-Scholes valuation model to determine the fair value of our stock options and a Monte Carlo valuation model to determine the fair value of our market share units. Our valuation models and generally accepted valuation techniques require us to make assumptions and to apply judgment to determine the fair value of our awards. These assumptions and judgments include estimating the volatility of our stock price, expected dividend yield, employee turnover rates and employee stock option exercise behaviors. Historically, there have been no material changes in our estimates or assumptions. We do not believe there is a reasonable likelihood there will be a material change in the future estimates or assumptions. See Note 15 to the accompanying consolidated financial statements for further discussion of our share-based employee benefit plans.

Income Taxes

We estimate our income taxes based on the various jurisdictions where we conduct business, which involves significant judgment in determining our income tax provision. We estimate our current tax liability using currently enacted tax rates and laws and assess temporary differences that result from differing treatments of certain items for tax and accounting purposes. These differences result in deferred tax assets and liabilities recorded on our consolidated balance sheets using the currently enacted tax rates and laws that will apply to taxable income for the years in which those tax assets are expected to be realized or settled. We then assess the likelihood our deferred tax assets will be realized and to the extent we believe realization is not more likely than not, we establish a valuation allowance. When we establish a valuation allowance or increase this allowance in an accounting period, we record a corresponding income tax expense in our consolidated statements of income and comprehensive income. In assessing the need for the valuation allowance, we consider future taxable income in the jurisdictions we operate; our ability to carry back tax attributes to prior years; an analysis of our deferred tax assets and the periods over which they will be realizable; and ongoing prudent and feasible tax planning strategies. An increase in the valuation allowance would have an adverse impact, which could be material, on our income tax provision and net income in the period in which we record the increase.

We recognize and measure benefits for uncertain tax positions using a two-step approach. The first step is to evaluate the tax position taken or expected to be taken in a tax return by determining if the technical merits of the tax position indicate it is more likely than not that the tax position will be sustained upon audit, including resolution of any related appeals or litigation processes. For tax positions more likely than not of being sustained upon audit, the second step is to measure the tax benefit as the largest amount more than 50% likely of being realized upon settlement. Significant judgment is required to evaluate uncertain tax positions and they are evaluated on a quarterly basis. Our evaluations are based upon a number of factors, including changes in facts or circumstances, changes in tax law, correspondence with tax authorities during the course of audits and effective settlement of audit issues. Changes in the recognition or measurement of uncertain tax positions could result in material increases or decreases in our income tax expense in the period in which we make the change, which could have a material impact on our effective tax rate and operating results.

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Contingencies and Litigation

We are subject to various proceedings, lawsuits and claims relating to products and services, technology, labor, stockholder and other matters. We are required to assess the likelihood of any adverse outcomes and the potential range of probable losses in these matters. If the potential loss is considered probable and the amount can be reasonably estimated, we accrue a liability for the estimated loss. If the potential loss is considered less than probable or the amount cannot be reasonably estimated, disclosure of the matter is considered. The amount of loss accrual or disclosure, if any, is determined after analysis of each matter, and is subject to adjustment if warranted by new developments or revised strategies. Due to uncertainties related to these matters, accruals or disclosures are based on the best information available at the time. Significant judgment is required in both the assessment of likelihood and in the determination of a range of potential losses. Revisions in the estimates of the potential liabilities could have a material impact on our consolidated financial position or consolidated results of operations. Historically, there have been no material changes in our estimates or assumptions. We do not believe there is a reasonable likelihood there will be a material change in the future estimates.

New Accounting Pronouncements

For information about recent accounting pronouncements not yet adopted and the impact on our consolidated financial statements, refer to Part II, Item 8, Financial Statements and Supplementary Data, Note 1, Nature of Business and Summary of Significant Accounting Policies, in our accompanying Notes to Consolidated Financial Statements in this Annual Report on Form 10-K.

FY 2022 10-K MD&A

SEC filing source: 0000814547-22-000016.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Confidence: high. Filing date: 2022-11-09. Report date: 2022-09-30.

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

Our Management’s Discussion and Analysis of Financial Condition and Results of Operations (“MD&A”) includes the following: a business overview that provides a high-level summary of our strategies and initiatives, highlights from fiscal year 2022 and key performance metrics for our Software segment; a more detailed analysis of our results of operations; our capital resources and liquidity, which discusses key aspects of our statements of cash flows, changes in our balance sheets and our financial commitments; and a summary of our critical accounting estimates that involve a significant level of estimation uncertainty. Our MD&A should be read in conjunction with Item 8, Financial Statements and Supplementary Data, of this Annual Report on Form 10-K. The following discussion contains forward-looking statements that are subject to risks and uncertainties. Actual results may differ from those referred to herein due to a number of factors, including but not limited to risks described in Item 1A, Risk Factors, in this Annual Report on Form 10-K.

BUSINESS OVERVIEW

Strategies and Initiatives

In fiscal 2022, our B2B scoring solutions, including the flagship FICO® Score, continued to be the standard measure of consumer credit risk in the U.S. We continued to promote adoption of our most predictive scores, FICO® Score 10 and 10T. We also continued our rollout of the FICO® Resilience Index, a complement to FICO Scores that identifies consumers who are more resilient to economic stress relative to other consumers within the same FICO Score bands. We continued to develop scores that use alternative data to enhance conventional credit bureau data and generate scores for otherwise un-scorable consumers.

During fiscal 2022, we continued to advance our platform-first, cloud delivered strategy in our Software segment. This led us to divert resources from less strategic areas of our business in order to facilitate incremental investment in higher value, more strategic areas. We also continued our transition from private data centers to external service providers to host our technology infrastructure.

We also continued to enhance stockholder value by returning cash to stockholders through our stock repurchase programs. During fiscal 2022, we repurchased 2.7 million shares at a total repurchase price of $1.1 billion.

Highlights from Fiscal 2022

•Total revenue was $1.4 billion during fiscal 2022, a 5% increase from fiscal 2021. Our business divestiture in the prior year had a 3% negative impact on total revenue for fiscal 2022.

•Total revenue for our Scores segment was $706.6 million during fiscal 2022, an 8% increase from fiscal 2021.

•Annual Recurring Revenue for our Software segment as of September 30, 2022 was $569.3 million, a 9% increase from September 30, 2021, excluding divestitures.

•Dollar-Based Net Retention Rate for our Software segment during the fourth quarter of fiscal 2022 was 107%, excluding divestitures.

•Operating income was $542.4 million during fiscal 2022, a 7% increase from fiscal 2021. Operating income during fiscal 2021 included gains on product line asset sales and business divestiture of $100.1 million.

•Net income was $373.5 million during fiscal 2022, a 5% decrease from fiscal 2021. Net income during fiscal 2021 included pre-tax gains on product line asset sales and business divestiture of $100.1 million.

•Diluted EPS was $14.18 during fiscal 2022, a 6% increase from fiscal 2021. Diluted EPS during fiscal 2021 included pre-tax gains on product line asset sales and business divestiture of $100.1 million in the aggregate, or $2.71 per share after tax.

•Cash flow from operations was $509.5 million during fiscal 2022, compared with $423.8 million during fiscal 2021.

•Cash and cash equivalents were $133.2 million as of September 30, 2022, compared with $195.4 million as of September 30, 2021.

•Total debt balance was $1.9 billion as of September 30, 2022, compared with $1.3 billion as of September 30, 2021.

•Total share repurchases during fiscal 2022 were $1.1 billion, compared with $882.2 million during fiscal 2021.

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Key performance metrics for Software segment

Annual Contract Value Bookings (“ACV Bookings”)

Management regards ACV Bookings as an important indicator of future revenues, but they are not comparable to, nor are they a substitute for, an analysis of our revenues and other U.S. generally accepted accounting principles (“U.S. GAAP”) measures. We define ACV Bookings as the average annualized value of software contracts signed in the current reporting period that generate current and future on-premises and SaaS software revenue. We only include contracts with an initial term of at least 24 months and we exclude perpetual licenses and other software revenues that are non-recurring in nature. For renewals of existing software subscription contracts, we count only incremental annual revenue expected over the current contract as ACV Bookings.

ACV Bookings is calculated by dividing the total expected contract value by the contract term in years. The expected contract value equals the fixed amount — including guaranteed minimums, if any — stated in the contract, plus estimates of future usage-based fees. We develop estimates from discussions with our customers and examinations of historical data from similar products and customer arrangements. Differences between estimates and actual results occur due to variability in the estimated usage. This variability can be the result of the economic trends in our customers’ industries; individual performance of our customers relative to their competitors; and regulatory and other factors that affect the business environment in which our customers operate.

We disclose estimated revenue expected to be recognized in the future related to remaining performance obligations in Note 11 to the accompanying consolidated financial statements. However, we believe ACV Bookings is a more meaningful measure of our business as it includes estimated revenues and future billings excluded from Note 11, such as usage-based fees and guaranteed minimums derived from our on-premises software licenses, among others.

The following table summarizes our ACV Bookings during the periods indicated:

Quarter Ended September 30,Year Ended September 30,
2022202120222021
(In millions)
Total on-premises and SaaS software (*)$29.5$25.8$85.7$62.8

(*) During fiscal 2021, we sold all assets related to our cyber risk score operations, sold certain assets related to our Software segment to an affiliated joint venture in China, and divested our Collections and Recovery (“C&R”) business. The amount for the year ended September 30, 2021 excludes these divested product lines and businesses.

Annual Recurring Revenue (“ARR”)

Accounting Standards Codification Topic 606, Revenue from Contacts with Customers, requires us to recognize a significant portion of revenue from our on-premises software subscriptions at the point in time when the software is first made available to the customer, or at the beginning of the subscription term, despite the fact that our contracts typically call for billing these amounts ratably over the life of the subscription. The remaining portion of our on-premises software subscription revenue including maintenance and usage-based fees are recognized over the life of the contract. This point-in-time recognition of a portion of our on-premises software subscription revenue creates significant variability in the revenue recognized period to period based on the timing of the subscription start date and the subscription term. Furthermore, this point-in-time revenue recognition can create a significant difference between the timing of our revenue recognition and the actual customer billing under the contract. We use ARR to measure the underlying performance of our subscription-based contracts and mitigate the impact of this variability. ARR is defined as the annualized revenue run-rate of on-premises and SaaS software agreements within a quarterly reporting period, and as such, is different from the timing and amount of revenue recognized. All components of our software licensing and subscription arrangements that are not expected to recur (primarily perpetual licenses) are excluded. We calculate ARR as the quarterly recurring revenue run-rate multiplied by four.

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The following table summarizes our ARR for on-premises and SaaS software at each of the dates presented:

December 31, 2020March 31, 2021June 30, 2021September 30, 2021December 31, 2021March 31, 2022June 30, 2022September 30, 2022
ARR (*)(In millions)
Platform (**)$55.1$60.2$67.7$75.2$92.2$96.7$108.4$114.2
Non-Platform439.9437.1445.9448.8454.4453.6452.5455.1
Total$495.0$497.3$513.6$524.0$546.6$550.3$560.9$569.3
Percentage
Platform11%12%13%14%17%18%19%20%
Non-Platform89%88%87%86%83%82%81%80%
Total100%100%100%100%100%100%100%100%
YoY Change
Platform38%47%54%58%67%60%60%52%
Non-Platform(2)%(3)%2%1%3%4%1%1%
Total2%1%7%7%10%11%9%9%

(*) During fiscal 2021, we sold all assets related to our cyber risk score operations, sold certain assets related to our Software segment to an affiliated joint venture in China, and divested our C&R business. The amounts and percentages above exclude these divested product lines and businesses at all dates presented.

(**) The FICO platform software is a set of interoperable capabilities which use software assets owned and/or governed by FICO for building solutions and services which conform to FICO architectural standards based on key elements of Cloud Native Computing design principles. These standards encompass shared security context and access using FICO standard application programming interfaces.

Dollar-Based Net Retention Rate (“DBNRR”)

We consider DBNRR to be an important measure of our success in retaining and growing revenue from our existing customers. To calculate DBNRR for any period, we compare the ARR at the end of the prior comparable quarter (“base ARR”) to the ARR from that same cohort of customers at the end of the current quarter (“retained ARR”); we then divide the retained ARR by the base ARR to arrive at the DBNRR. Our calculation includes the positive impact among this cohort of customers of selling additional products, price increases and increases in usage-based fees, and the negative impact of customer attrition, price decreases, and decreases in usage-based fees during the period. However, the calculation does not include the positive impact from sales to any new customers acquired during the period. Our DBNRR may increase or decrease from period to period as a result of various factors, including the timing of new sales and customer renewal rates.

The following table summarizes our DBNRR for on-premises and SaaS software for each of the periods presented:

Quarter Ended
December 31, 2020March 31, 2021June 30, 2021September 30, 2021December 31, 2021March 31, 2022June 30, 2022September 30, 2022
DBNRR (*)
Platform123%130%137%143%143%141%135%128%
Non-Platform97%96%100%100%102%103%101%100%
Total100%100%105%106%109%110%108%107%

(*) During fiscal 2021, we sold all assets related to our cyber risk score operations, sold certain assets related to our Software segment to an affiliated joint venture in China, and divested our C&R business. The percentages above exclude these divested product lines and businesses for all periods presented.

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RESULTS OF OPERATIONS

We are organized into two reportable segments: Scores and Software. Although we sell solutions and services into a large number of end user product and industry markets, our reportable business segments reflect the primary method in which management organizes and evaluates internal financial information to make operating decisions and assess performance.

Segment revenues, operating income, and related financial information, including disaggregation of revenue, for the years ended September 30, 2022, 2021 and 2020 are set forth in Note 11 and Note 17 to the accompanying consolidated financial statements.

Revenues

The following tables set forth certain summary information on a segment basis related to our revenues for fiscal 2022, 2021 and 2020:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
Segment2022202120202022 to 20212021 to 20202022 to 20212021 to 2020
(In thousands)(In thousands)
Scores$706,643$654,147$528,547$52,496$125,6008%24%
Software670,627662,389766,0158,238(103,626)1%(14)%
Total$1,377,270$1,316,536$1,294,56260,73421,9745%2%
Percentage of Revenues Year Ended September 30,
Segment202220212020
Scores51%50%41%
Software49%50%59%
Total100%100%100%

Scores

Scores segment revenues increased $52.5 million in fiscal 2022 from 2021 due to an increase of $28.9 million in our business-to-business scores revenue and $23.6 million in our business-to-consumer revenue. The increase in business-to-business scores revenue was primarily attributable to a higher unit price across several business-to-business offerings and an increase in unsecured credit originations volume, partially offset by a decrease in mortgage originations volume. The increase in business-to-consumer revenue was attributable to an increase in both royalties derived from scores and subscription services sold indirectly to consumers through consumer reporting agencies and direct sales generated from the myFICO.com website.

Scores segment revenues increased $125.6 million in fiscal 2021 from 2020 due to an increase of $64.6 million in our business-to-business scores revenue and $61.0 million in our business-to-consumer revenue. The increase in business-to-business scores revenue was primarily attributable to a higher unit price across several business-to-business offerings, as well as higher volumes. The increase in business-to-consumer revenue was attributable to an increase in both royalties derived from scores sold indirectly to consumers through consumer reporting agencies and direct sales generated from the myFICO.com website.

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Software

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2022202120202022 to 20212021 to 20202022 to 20212021 to 2020
(In thousands)(In thousands)
On-premises and SaaS software$564,751$517,888$584,576$46,863$(66,688)9%(11)%
Professional services105,876144,501181,439(38,625)(36,938)(27)%(20)%
Total$670,627$662,389$766,0158,238(103,626)1%(14)%
Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2022202120202022 to 20212021 to 20202022 to 20212021 to 2020
(In thousands)(In thousands)
Software recognized at a point in time (1)$75,647$59,024$127,666$16,623$(68,642)28%(54)%
Software recognized over contract term (2)489,104458,864456,91030,2401,9547%%
Total on-premises and SaaS software$564,751$517,888$584,576$46,863(66,688)9%(11)%

(1)Includes license portion of our on-premises subscription software and perpetual license, both of which are recognized when the software is made available to the customer, or at the start of the subscription.

(2)Includes maintenance portion and usage-based fees of our on-premises subscription software, maintenance revenue on perpetual licenses, as well as SaaS revenue.

Software segment revenues increased $8.2 million in fiscal 2022 from 2021 due to a $46.9 million increase in on-premises and SaaS software revenue, partially offset by a $38.6 million decrease in services revenue. The increase in our on-premises and SaaS software revenue was primarily attributable to an increase in point-in-time recognition due to a large license deal, as well as an increase in over-time recognition due to SaaS growth, partially offset by the C&R business divestiture in June 2021. The decrease in services revenue was primarily attributable to the C&R business divestiture, as well as our strategic shift to emphasize software over services. The total revenue impact from the divestiture was $45.3 million — a $22.3 million decrease in on-premises and SaaS software revenue and a $23.0 million decrease in professional services revenue.

Software segment revenues decreased $103.6 million in fiscal 2021 from 2020 due to a $66.7 million decrease in on-premises and SaaS software revenue and a $36.9 million decrease in services revenue. The decrease in on-premises and SaaS software revenue was attributable to a $68.6 million decrease in revenue recognized at a point in time, partially offset by a $1.9 million increase in revenue recognized over time. The decrease in point-in-time recognition was primarily attributable to the shift in the timing of revenue recognition on our term license subscription sales as a result of changing our business practice of selling term licenses with separate license and maintenance components to a single software subscription contract with license and maintenance bundled, as well as a decrease in the number and size of term license deals signed or renewed during fiscal 2021. The increase in over-time recognition was primarily attributable to an increase in SaaS subscription revenue, partially offset by the divestiture of our C&R business in June 2021. The decrease in services revenue was primarily due to our recent strategic shift to emphasize software over services, as well as the divestiture of our C&R business. The total revenue impact from the divestiture was $21.7 million.

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Operating Expenses and Other Income (Expense), Net

The following tables set forth certain summary information related to our consolidated statements of income and comprehensive income for fiscal 2022, 2021 and 2020:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2022202120202022 to 20212021 to 20202022 to 20212021 to 2020
(In thousands, except employees)(In thousands, except employees)
Revenues$1,377,270$1,316,536$1,294,562$60,734$21,9745%2%
Operating expenses:
Cost of revenues302,174332,462361,142(30,288)(28,680)(9)%(8)%
Research and development146,758171,231166,499(24,473)4,732(14)%3%
Selling, general and administrative383,863396,281420,930(12,418)(24,649)(3)%(6)%
Amortization of intangible assets2,0613,2554,993(1,194)(1,738)(37)%(35)%
Restructuring and impairment charges7,95745,029(7,957)(37,072)(100)%(82)%
Gains on product line asset sales and business divestiture(100,139)100,139(100,139)(100)%%
Total operating expenses834,856811,047998,59323,809(187,546)3%(19)%
Operating income542,414505,489295,96936,925209,5207%71%
Interest expense, net(68,967)(40,092)(42,177)(28,875)2,08572%(5)%
Other income (expense), net(2,138)7,7453,208(9,883)4,537(128)%141%
Income before income taxes471,309473,142257,000(1,833)216,142%84%
Provision for income taxes97,76881,05820,58916,71060,46921%294%
Net income$373,541$392,084$236,411(18,543)155,673(5)%66%
Number of employees at fiscal year-end3,4043,6504,003(246)(353)(7)%(9)%

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Percentage of Revenues Year Ended September 30,
202220212020
Revenues100%100%100%
Operating expenses:
Cost of revenues22%25%28%
Research and development11%13%13%
Selling, general and administrative28%30%33%
Amortization of intangible assets%%%
Restructuring and impairment charges%1%3%
Gains on product line asset sales and business divestiture%(7)%%
Total operating expenses61%62%77%
Operating income39%38%23%
Interest expense, net(5)%(3)%(3)%
Other income (expense), net%1%%
Income before income taxes34%36%20%
Provision for income taxes7%6%2%
Net income27%30%18%

Cost of Revenues

Cost of revenues consists primarily of employee salaries, incentives, and benefits for personnel directly involved in delivering software products, operating SaaS infrastructure, and providing support, implementation and consulting services; overhead, facilities and data center costs; software royalty fees; credit bureau data and processing services; third-party hosting fees related to our SaaS services; travel costs; and outside services.

The fiscal 2022 from 2021 decrease of $30.3 million in cost of revenues was primarily attributable to a $24.0 million decrease in personnel and labor costs, and a $6.8 million decrease in facilities and infrastructure costs, partially offset by a $0.9 million increase in direct materials costs. The decreases in personnel and labor costs, and facilities and infrastructure costs were both largely driven by a decrease in our headcount as a result of the divestiture of our C&R business in June 2021, the fourth quarter of fiscal 2021 reduction in workforce, as well as reduced resource requirements associated with our decreased services revenue. The increase in direct materials was primarily attributable to an increase in telecommunication costs to support FICO® Customer Communication Service revenue. Cost of revenues as a percentage of revenues decreased to 22% during fiscal 2022 from 25% during fiscal 2021, primarily due to an increase in license revenue recognized at a point in time, increased sales of our higher-margin Scores products and decreased sales of lower-margin professional services.

The fiscal 2021 from 2020 decrease of $28.7 million in cost of revenues was primarily attributable to an $18.8 million decrease in personnel and labor costs, a $9.2 million decrease in facilities and infrastructure costs and a $3.7 million decrease in travel costs, partially offset by an increase in direct materials costs. The decreases in personnel and labor costs, and in facilities and infrastructure costs were both largely driven by our strategic cost initiative implemented in September 2020, in which we reduced our workforce, consolidated office space and abandoned certain property and equipment; as well as the divestiture of our C&R business in June 2021. The decrease in travel costs was primarily attributable to the COVID-19 pandemic. The increase in direct materials costs was primarily attributable to increased third-party data costs related to increased business-to-consumer Scores revenue. Cost of revenues as a percentage of revenues decreased to 25% during fiscal 2021 from 28% during fiscal 2020, primarily due to increased sales of our higher-margin Scores products.

Research and Development

Research and development expenses include personnel and related overhead costs incurred in the development of new products and services, including research of mathematical and statistical models and development of new versions of Software products.

The fiscal 2022 over 2021 decrease of $24.5 million in research and development expenses was primarily attributable to a $20.1 million decrease in personnel and labor costs as a result of decreased headcount, and a $3.0 million decrease in third-party cloud computing costs. Research and development expenses as a percentage of revenues decreased to 11% during fiscal 2022 from 13% during fiscal 2021.

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The fiscal 2021 over 2020 increase of $4.7 million in research and development expenses was primarily attributable to an increase in personnel and labor costs, driven by increased average headcount and our continued investments in new product development. Research and development expenses as a percentage of revenues was 13% during fiscal 2021, consistent with that during fiscal 2020.

Selling, General and Administrative

Selling, general and administrative expenses consist principally of employee salaries, incentives, commissions and benefits; travel costs; overhead costs; advertising and other promotional expenses; corporate facilities expenses; legal expenses; and business development expenses.

The fiscal 2022 from 2021 decrease in selling, general and administrative expenses of $12.4 million was primarily attributable to a $27.6 million decrease in personnel and labor costs, partially offset by a $6.4 million increase in marketing costs, a $5.1 million increase in travel costs, a $3.4 million increase in insurance costs, and a $0.8 million increase in third-party cloud computing costs. The decrease in personnel and labor costs was primarily a result of decreased headcount, decreased fringe benefit costs related to our supplemental retirement and savings plan, and lower non-capitalizable commission cost, partially offset by higher share-based compensation. The increase in marketing and travel costs was primarily driven by a company-wide marketing event held during fiscal 2022. In addition, travel costs increased as certain COVID-19 related restrictions have been relaxed. Selling, general and administrative expenses as a percentage of revenues decreased to 28% during fiscal 2022 from 30% during fiscal 2021.

The fiscal 2021 from 2020 decrease in selling, general and administrative expenses of $24.6 million was primarily attributable to a $7.4 million decrease in travel costs, a $6.8 million decrease in marketing costs, a $5.0 million decrease in outside services, and a $4.6 million decrease in facilities and infrastructure costs. The decrease in travel costs was a result of a decrease in travel activity due to COVID-19. The decrease in marketing costs was primarily driven by a company-wide marketing event during fiscal 2020. The decrease in outside services was attributable to a decrease in legal and consulting fees associated with several company initiatives during fiscal 2020. The decrease in facilities and infrastructure costs was largely driven by our strategic cost initiative implemented in September 2020, in which we consolidated office space and abandoned certain property and equipment. Selling, general and administrative expenses as a percentage of revenues decreased to 30% during fiscal 2021 from 33% during fiscal 2020.

Amortization of Intangible Assets

Amortization of intangible assets consists of expense related to intangible assets recorded in connection with our acquisitions. Our finite-lived intangible assets, consisting primarily of completed technology and customer contracts and relationships, are being amortized using the straight-line method over periods ranging from four to ten years.

Amortization expense was $2.1 million, $3.3 million and $5.0 million for fiscal 2022, 2021 and 2020, respectively.

Restructuring and Impairment Charges

There were no restructuring and impairment charges incurred during fiscal 2022.

During the fourth quarter of fiscal 2021, we incurred charges of $8.0 million in employee separation costs due to the elimination of 160 positions throughout the Company. Cash payments for all the employee separation costs were fully paid before the end of our fiscal 2022. There were no impairment charges incurred during fiscal 2021.

During fiscal 2020, we incurred net charges totaling $45.0 million consisting of $28.0 million in impairment loss on operating lease assets, $5.2 million in impairment loss on abandonment of property and equipment and $11.8 million in restructuring charges. The impairment losses were associated with closing certain non-core offices and reducing office space in other locations to better align with anticipated needs in light of post-pandemic workforce patterns. The restructuring charges related to employee separation costs as a result of eliminating 209 positions throughout the Company. Cash payments for all the employee separation costs were fully paid before the end of our fiscal 2021.

Gains on Product Line Asset Sales and Business Divestiture

The $100.1 million gain on product line asset sales and business divestiture during fiscal 2021 was attributable to a $92.8 million gain on the sale of the C&R business in June 2021, a $7.3 million gain on the sale of all assets related to our cyber risk score operations in October 2020, and the sale of certain assets related to our Software operations to an affiliated joint venture in China in December 2020.

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Interest Expense, Net

Interest expense includes interest on the senior notes issued in December 2021, December 2019, May 2018, and July 2010 (July 2010 senior notes were paid in full at maturity in July 2020), as well as interest and credit facility fees on the revolving line of credit and term loan. On our consolidated statements of income and comprehensive income, interest expense is netted with interest income, which is derived primarily from the investment of funds in excess of our immediate operating requirements.

The fiscal 2022 from 2021 increase in net interest expense of $28.9 million was primarily attributable to a higher average outstanding debt balance during fiscal 2022, as well as a higher average interest rate on our revolving line of credit and term loan during fiscal 2022.

The fiscal 2021 from 2020 decrease in net interest expense of $2.1 million was primarily attributable to a lower average outstanding debt balance during fiscal 2021.

Other Income (Expense), Net

Other income (expense), net consists primarily of unrealized investment gains/losses and realized gains/losses on certain investments classified as trading securities, exchange rate gains/losses resulting from remeasurement of foreign-currency-denominated receivable and cash balances held by our various reporting entities into their respective functional currencies at period-end market rates, net of the impact of offsetting foreign currency forward contracts, and other non-operating items.

The fiscal 2022 over 2021 change in other income (expense), net of $9.9 million, from $7.7 million in other income, net in fiscal 2021 to $2.1 million in other expense, net in fiscal 2022, was primarily attributable to net unrealized losses on investments classified as trading securities in our supplemental retirement and savings plan in the current year compared to gains in the prior year, partially offset by an increase in foreign currency exchange gains.

The fiscal 2021 over 2020 increase in other income, net of $4.5 million was primarily attributable to an increase in net unrealized gains on investments classified as trading securities in our supplemental retirement and savings plan, as well as a decrease in foreign currency exchange losses.

Provision for Income Taxes

Our effective tax rates were 20.7%, 17.1% and 8.0% in fiscal 2022, 2021 and 2020, respectively.

The increase in our income tax provision in fiscal 2022 compared to fiscal 2021 was due to a decrease in excess tax benefits related to share-based compensation.

The increase in our income tax provision in fiscal 2021 compared to fiscal 2020 was due to an increase in pretax book income, of which a large amount was due to the gain on divestiture of C&R business, as well as a decrease in excess tax benefits related to share-based compensation.

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Operating Income

The following tables set forth certain summary information on a segment basis related to our operating income for fiscal 2022, 2021 and 2020:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
Segment2022202120202022 to 20212021 to 20202022 to 20212021 to 2020
(In thousands)(In thousands)
Scores$622,806$560,684$454,310$62,122$106,37411%23%
Software185,452105,147130,06680,305(24,919)76%(19)%
Unallocated corporate expenses(148,428)(136,812)(144,704)(11,616)7,8928%(5)%
Total segment operating income659,830529,019439,672130,81189,34725%20%
Unallocated share-based compensation(115,355)(112,457)(93,681)(2,898)(18,776)3%20%
Unallocated amortization expense(2,061)(3,255)(4,993)1,1941,738(37)%(35)%
Unallocated restructuring and impairment charges(7,957)(45,029)7,95737,072(100)%(82)%
Gains on product line asset sales and business divestiture100,139(100,139)100,139(100)%%
Operating income$542,414$505,489$295,96936,925209,5207%71%

Scores

Year Ended September 30,Percentage of Revenues
202220212020202220212020
(In thousands)
Segment revenues$706,643$654,147$528,547100%100%100%
Segment operating expenses(83,837)(93,463)(74,237)(12)%(14)%(14)%
Segment operating income$622,806$560,684$454,31088%86%86%

Software

Year Ended September 30,Percentage of Revenues
202220212020202220212020
(In thousands)
Segment revenues$670,627$662,389$766,015100%100%100%
Segment operating expenses(485,175)(557,242)(635,949)(72)%(84)%(83)%
Segment operating income$185,452$105,147$130,06628%16%17%

The fiscal 2022 over 2021 increase in operating income of $36.9 million was primarily attributable to an $81.7 million decrease in segment operating expenses, a $60.7 million increase in segment revenues, and an $8.0 million decrease in restructuring and impairment charges. This was partially offset by $100.1 million in gains on product line asset sales and business divestiture during fiscal 2021, an $11.6 million increase in corporate expenses, and a $2.9 million increase in share-based compensation expense.

At the segment level, the $130.8 million increase in segment operating income was the result of an $80.3 million increase in our Software segment operating income, and a $62.1 million increase in our Scores segment operating income, partially offset by an $11.6 million increase in corporate expenses.

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The $62.1 million increase in our Scores segment operating income was attributable to a $52.5 million increase in segment revenue and a $9.6 million decrease in segment operating expenses. Segment operating income as a percentage of segment revenue for Scores increased to 88% from 86%.

The $80.3 million increase in our Software segment operating income was attributable to a $72.1 million decrease in segment operating expenses and an $8.2 million increase in segment revenue. Segment operating income as a percentage of segment revenue for Software increased to 28% from 16%, primarily attributable to the divestiture of our lower-margin C&R business, an increase in higher-margin license revenue recognized at a point in time, and a decrease in sales of our lower-margin professional services.

The fiscal 2021 over 2020 increase in operating income of $209.5 million was primarily attributable to a $100.1 million gain on product line asset sales and business divestiture during fiscal 2021, a $59.5 million decrease in segment operating expenses, a $37.1 million decrease in restructuring and impairment charges, a $22.0 million increase in segment revenues and a $7.8 million decrease in corporate expenses, partially offset by an $18.8 million increase in share-based compensation expense.

At the segment level, the $89.3 million increase in segment operating income was the result of a $106.4 million increase in our Scores segment operating income and a $7.8 million decrease in corporate expenses, partially offset by a $24.9 million decrease in our Software segment operating income.

The $106.4 million increase in our Scores segment operating income was attributable to a $125.6 million increase in segment revenue, partially offset by a $19.2 million increase in segment operating expenses. Segment operating income as a percentage of segment revenue for Scores was 86%, consistent with fiscal 2020.

The $24.9 million decrease in our Software segment operating income was attributable to a $103.6 million decrease in segment revenue, partially offset by a $78.7 million decrease in segment operating expenses. Segment operating income as a percentage of segment revenue for Software was 16%, materially consistent with fiscal 2020.

CAPITAL RESOURCES AND LIQUIDITY

Outlook

As of September 30, 2022, we had $133.2 million in cash and cash equivalents, which included $105.8 million held by our foreign subsidiaries. We believe our cash and cash equivalents balances, including those held by our foreign subsidiaries, as well as available borrowings from our $600 million revolving line of credit and anticipated cash flows from operating activities, will be sufficient to fund our working and other capital requirements for at least the next 12 months and thereafter for the foreseeable future, including the $15.0 million principal payments on our term loan due over the next twelve months. Under our current financing arrangements, we have no other significant debt obligations maturing over the next twelve months. For jurisdictions outside the U.S. where cash may be repatriated in the future, the Company expects the net impact of any repatriations to be immaterial to the Company’s overall tax liability.

In the normal course of business, we evaluate the merits of acquiring technology or businesses, or establishing strategic relationships with or investing in these businesses. We may elect to use available cash and cash equivalents to fund such activities in the future. In the event additional needs for cash arise, or if we refinance our existing debt, we may raise additional funds from a combination of sources, including the potential issuance of debt or equity securities. Additional financing might not be available on terms favorable to us, or at all. If adequate funds were not available or were not available on acceptable terms, our ability to take advantage of unanticipated opportunities or respond to competitive pressures could be limited.

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Summary of Cash Flows

Year Ended September 30,
202220212020
(In thousands)
Cash provided by (used in):
Operating activities$509,450$423,817$364,916
Investing activities(5,671)137,850(24,583)
Financing activities(547,165)(523,571)(289,424)
Effect of exchange rate changes on cash(18,766)(136)59
Increase (decrease) in cash and cash equivalents$(62,152)$37,960$50,968

Cash Flows from Operating Activities

Our primary method for funding operations and growth has been through cash flows generated from operating activities. Net cash provided by operating activities totaled $509.5 million in fiscal 2022 compared to $423.8 million in fiscal 2021. The $85.7 million increase was attributable to a $127.3 million increase in non-cash items, including a $100.1 million gain on product line asset sales and business divestiture in fiscal 2021, partially offset by a $23.1 million decrease that resulted from timing of receipts and payments in our ordinary course of business, and an $18.5 million decrease in net income.

Net cash provided by operating activities totaled $423.8 million in fiscal 2021 compared to $364.9 million in fiscal 2020. The $58.9 million increase was primarily attributable to a $155.7 million increase in net income and a $28.6 million increase that resulted from timing of receipts and payments in our ordinary course of business, partially offset by a $125.4 million decrease in non-cash items, including a $100.1 million gain on product line asset sales and a business divestiture in fiscal 2021.

Cash Flows from Investing Activities

Net cash used in investing activities totaled $5.7 million in fiscal 2022 compared to net cash provided of $137.9 million in fiscal 2021. The $143.6 million change was primarily attributable to a $145.2 million decrease in cash proceeds from the product line asset sales and business divestiture, partially offset by a $1.5 million decrease in purchases of property and equipment.

Net cash provided by investing activities totaled $137.9 million in fiscal 2021 compared to net cash used of $24.6 million in fiscal 2020. The $162.5 million change was primarily attributable to $147.4 million in cash proceeds from the product line asset sales and a business divestiture during fiscal 2021 and a $14.4 million decrease in purchases of property and equipment.

Cash Flows from Financing Activities

Net cash used in financing activities totaled $547.2 million in fiscal 2022 compared to $523.6 million in fiscal 2021. The $23.6 million increase was primarily attributable to a $372.3 million increase in payments, net of proceeds, on our revolving line of credit and term loan, a $230.0 million increase in repurchases of common stock, and a $7.3 million increase in payments on debt issuance costs, partially offset by a $550.0 million increase in proceeds from the issuance of senior notes and a $40.7 million decrease in taxes paid related to net share settlement of equity awards.

Net cash used in financing activities totaled $523.6 million in fiscal 2021 compared to $289.4 million in fiscal 2020. The $234.2 million increase was primarily attributable to a $639.0 million increase in repurchases of common stock and a $350.0 million decrease in proceeds from issuance of senior notes, partially offset by a $419.0 million increase in proceeds from our revolving line of credit, a $254.0 million decrease in payments on our revolving line of credit, and an $85.0 million decrease in payments on senior notes.

Repurchases of Common Stock

In November 2021, our Board of Directors approved a stock repurchase program following the completion of the previously authorized program. This program was open-ended and authorized repurchases of shares of our common stock up to an aggregate cost of $500.0 million in the open market or in negotiated transactions. In January 2022, our Board of Directors approved another stock repurchase program following the completion of the November 2021 program. This program was open-ended and authorized repurchases of shares of our common stock up to an aggregate cost of $500.0 million in the open market or in negotiated transactions. As of September 30, 2022, we had $62.6 million remaining under our then-current stock repurchase program. During fiscal 2022, 2021 and 2020, we expended $1.1 billion, $882.2 million and $235.2 million, respectively, under these and previously authorized stock repurchase programs.

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In October 2022, our Board of Directors approved a new stock repurchase program replacing the January 2022 stock repurchase program. The new program is open-ended and authorizes repurchases of shares of our common stock up to an aggregate cost of $500.0 million in the open market or in negotiated transactions.

Revolving Line of Credit and Term Loan

We have a $600 million unsecured revolving line of credit with a syndicate of banks that expires on August 19, 2026. Borrowings under the credit facility can be used for working capital and general corporate purposes and may also be used for the refinancing of existing debt, acquisitions, and the repurchase of our common stock. Interest on amounts borrowed under the credit facility is based on (i) an adjusted base rate, which is the greatest of (a) the prime rate, (b) the Federal Funds rate plus 0.500% and (c) the one-month LIBOR rate plus 1.000%, plus, in each case, an applicable margin, or (ii) an adjusted LIBOR rate plus an applicable margin. The applicable margin for base rate borrowings ranges from 0% to 0.750% and for LIBOR borrowings ranges from 1.000% to 1.750%, and is determined based on our consolidated leverage ratio. In addition, we must pay credit facility fees. The credit facility contains certain restrictive covenants, including a maximum consolidated leverage ratio of 3.50, subject to a step up to 4.00 following certain permitted acquisitions; and a minimum interest coverage ratio of 3.00. The credit agreement also contains other covenants typical of unsecured facilities.

On October 20, 2021, we amended our credit agreement to provide for the issuance of a $300 million term loan. The term loan is subject to the same pricing and covenants as the revolving line of credit and matures at the expiration of the facility on August 19, 2026. The term loan requires principal payments in consecutive quarterly installments of $3.75 million on the last business day of each quarter.

As of September 30, 2022, we had $280.0 million in borrowings outstanding under the revolving credit facility at a weighted-average interest rate of 4.479% and $288.8 million in outstanding balance of the term loan at an interest rate of 4.283%, of which $538.8 million was classified as a long-term liability and recorded in long-term debt within the accompanying consolidated balance sheets. We were in compliance with all financial covenants under this credit facility as of September 30, 2022.

Senior Notes

On May 8, 2018, we issued $400 million of senior notes in a private offering to qualified institutional investors (the “2018 Senior Notes”). The 2018 Senior Notes require interest payments semi-annually at a rate of 5.25% per annum and will mature on May 15, 2026. On December 6, 2019, we issued $350 million of senior notes in a private offering to qualified institutional investors (the “2019 Senior Notes”). The 2019 Senior Notes require interest payments semi-annually at a rate of 4.00% per annum and will mature on June 15, 2028. On December 17, 2021, we issued $550 million of additional senior notes of the same class as the 2019 Senior Notes in a private offering to qualified institutional investors (the “2021 Senior Notes,” and collectively with the 2018 Senior Notes and the 2019 Senior Notes, the “Senior Notes”). The 2021 Senior Notes require interest payments semi-annually at a rate of 4.00% per annum and will mature on June 15, 2028, the same date as the 2019 Senior Notes. The indentures for the Senior Notes contain certain covenants typical of unsecured obligations. As of September 30, 2022, the carrying value of the Senior Notes was $1.3 billion and we were in compliance with all financial covenants under these obligations.

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Contractual Obligations

The following table presents a summary of our contractual obligations at September 30, 2022:

Year Ending September 30,ThereafterTotal
20232024202520262027
(In thousands)
Senior Notes (1)$$$$400,000$$900,000$1,300,000
Revolving line of credit and term loan (1)15,00015,00015,000523,750568,750
Interest due on Senior Notes57,00057,00057,00057,00036,00036,000300,000
Operating lease obligations21,30615,9949,3208,2115,5832,60463,018
Unrecognized tax benefits (2)12,980
Total commitments$93,306$87,994$81,320$988,961$41,583$938,604$2,244,748

(1)Represents the unpaid principal payments due under the Senior Notes, revolving line of credit, and term loan.

(2)Represents unrecognized tax benefits related to uncertain tax positions. As we are not able to reasonably estimate the timing of the payments or the amount by which the liability will increase or decrease over time, the related balances have not been reflected in the section of the table showing payment by fiscal year.

CRITICAL ACCOUNTING POLICIES AND ESTIMATES

We prepare our consolidated financial statements in conformity with U.S. GAAP. These accounting principles require management to make certain judgments and assumptions that affect the reported amounts of assets and liabilities and the disclosure of contingent assets and liabilities as of the date of the financial statements, and the reported amounts of revenues and expenses during the reporting period. We periodically evaluate our estimates including those relating to revenue recognition, goodwill and other intangible assets resulting from business acquisitions, share-based compensation, income taxes, and contingencies and litigation. We base our estimates on historical experience and various other assumptions that we believe to be reasonable based on the specific circumstances, the results of which form the basis for making judgments about the carrying value of certain assets and liabilities that are not readily apparent from other sources. Actual results may differ from these estimates and such differences could be material to our financial condition and results of operations. Critical accounting estimates are those that involve a significant level of estimation uncertainty and have had or are reasonably likely to have a material impact on our financial condition and results of operations.

While our significant accounting policies are more fully described in Note 1 to our consolidated financial statements included elsewhere in this report, we believe the following discussion addresses our most critical accounting estimates, which involve significant subjectivity and judgment, and changes to such estimates or assumptions could have a material impact on our financial condition or operating results. Therefore, we consider an understanding of the variability and judgment required in making these estimates and assumptions to be critical in fully understanding and evaluating our reported financial results.

Revenue Recognition

Contracts with Customers

Our revenue is primarily derived from on-premises software and SaaS subscriptions, professional services and scoring services. For contracts with customers that contain various combinations of products and services, we evaluate whether the products or services are distinct — distinct products or services will be accounted for as separate performance obligations, while non-distinct products or services are combined with others to form a single performance obligation. For contracts with multiple performance obligations, the transaction price is allocated to each performance obligation on a relative standalone selling price (“SSP”) basis. Revenue is recognized when control of the promised goods or services is transferred to our customers.

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Our on-premises software is primarily sold on a subscription basis, which includes a term-based license and post-contract support or maintenance, both of which generally represent distinct performance obligations and are accounted for separately. The transaction price is either a fixed fee, or a usage-based fee — sometimes subject to a guaranteed minimum. When the amount is fixed, including the guaranteed minimum in a usage-based fee, license revenue is recognized at the point in time when the software is made available to the customer. Maintenance revenue is recognized ratably over the contract period as customers simultaneously consume and receive benefits. Any usage-based fees not subject to a guaranteed minimum or earned in excess of the minimum amount are recognized when the subsequent usage occurs. We occasionally sell software arrangements consisting of on-premises perpetual licenses and maintenance. License revenue is recognized at a point in time when the software is made available to the customer and maintenance revenue is recognized ratably over the contract term.

Our SaaS products provide customers with access to and standard support for our software on a subscription basis, delivered through our own infrastructure or third-party cloud services. The SaaS transaction contracts typically include a guaranteed minimum fee per period that allows up to a certain level of usage and a consumption-based variable fee in excess of the minimum threshold; or a consumption-based variable fee not subject to a minimum threshold. The nature of our SaaS arrangements is to provide continuous access to our hosted solutions in the cloud, i.e., a stand-ready obligation that comprises a series of distinct service periods (e.g., a series of distinct daily, monthly or annual periods of service). We estimate the total variable consideration at contract inception — subject to any constraints that may apply — and update the estimates as new information becomes available and recognize the amount ratably over the SaaS service period, unless we determine it is appropriate to allocate the variable amount to each distinct service period and recognize revenue as each distinct service period is performed.

Our professional services include software implementation, consulting, model development and training. Professional services are sold either standalone, or together with other products or services and generally represent distinct performance obligations. The transaction price can be a fixed amount or a variable amount based upon the time and materials expended. Revenue on fixed-price services is recognized using an input method based on labor hours expended which we believe provides a faithful depiction of the transfer of services. Revenue on services provided on a time and materials basis is recognized by applying the “right-to-invoice” practical expedient as the amount to which we have a right to invoice the customer corresponds directly with the value of our performance to the customer.

Our scoring services include both business-to-business and business-to-consumer offerings. Our business-to-business scoring services typically include a license that grants consumer reporting agencies the right to use our scoring solutions in exchange for a usage-based royalty. Revenue is generally recognized when the usage occurs. Business-to-consumer offerings provide consumers with access to their FICO® Scores and credit reports, as well as other value-add services. These are provided as either a one-time or ongoing subscription service renewed monthly or annually, all with a fixed consideration. The nature of the subscription service is a stand-ready obligation to generate credit reports, provide credit monitoring, and other services for our customers, which comprises a series of distinct service periods (e.g., a series of distinct daily, monthly or annual periods of service). Revenue from one-time or monthly subscription services is recognized during the period when service is performed. Revenue from annual subscription services is recognized ratably over the subscription period.

Significant Judgments

Our contracts with customers often include promises to transfer multiple products and services to a customer. Determining whether products and services are considered distinct and should be accounted for separately may require significant judgment. Specifically, when implementation service is included in the original software or SaaS offerings, judgment is required to determine if the implementation service significantly modifies or customizes the software or SaaS service in such a way that the risks of providing it and the customization service are inseparable. In rare instances, contracts may include significant modification or customization of the software of SaaS service and will result in the combination of software or SaaS service and implementation service as one performance obligation.

We determine the SSPs using data from our historical standalone sales, or, in instances where such information is not available (such as when we do not sell the product or service separately), we consider factors such as the stated contract prices, our overall pricing practices and objectives, go-to-market strategy, size and type of the transactions, and effects of the geographic area on pricing, among others. When the selling price of a product or service is highly variable, we may use the residual approach to determine the SSP of that product or service. Significant judgment may be required to determine the SSP for each distinct performance obligation when it involves the consideration of many market conditions and entity-specific factors discussed above.

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Significant judgment may be required to determine the timing of satisfaction of a performance obligation in certain professional services contracts with a fixed consideration, in which we measure progress using an input method based on labor hours expended. In order to estimate the total hours of the project, we make assumptions about labor utilization, efficiency of processes, the customer’s specification and IT environment, among others. For certain complex projects, due to the risks and uncertainties inherent with the estimation process and factors relating to the assumptions, actual progress may differ due to the change in estimated total hours. Adjustments to estimates are made in the period in which the facts requiring such revisions become known and, accordingly, recognized revenues are subject to revisions as the contract progresses to completion.

Capitalized Commission Costs

We capitalize incremental commission fees paid as a result of obtaining customer contracts. Capitalized commission costs are amortized on a straight-line basis over ten years — determined using a portfolio approach — based on the transfer of goods or services to which the assets relate, taking into consideration both the initial and future contracts as we do not typically pay a commission on a contract renewal. The amortization costs are included in selling, general, and administrative expenses of our consolidated statements of income and comprehensive income.

We apply a practical expedient to recognize the incremental costs of obtaining contracts as an expense when incurred if the amortization period of the assets that we otherwise would have recognized is one year or less. These costs are recorded within selling, general, and administrative expenses.

Business Combinations

Accounting for our acquisitions requires us to recognize, separately from goodwill, the assets acquired and the liabilities assumed at their acquisition-date fair values. Goodwill as of the acquisition date is measured as the excess of consideration transferred over the net of the acquisition-date fair values of the assets acquired and the liabilities assumed. While we use our best estimates and assumptions to accurately value assets acquired and liabilities assumed at the acquisition date, our estimates are inherently uncertain and subject to refinement. As a result, during the measurement period, which may be up to one year from the acquisition date, we record adjustments to the assets acquired and liabilities assumed with the corresponding offset to goodwill. Upon the conclusion of the measurement period or final determination of the values of assets acquired or liabilities assumed, whichever comes first, any subsequent adjustments are recorded to our consolidated statements of income and comprehensive income.

Accounting for business combinations requires our management to make significant estimates and assumptions, especially at the acquisition date, including our estimates for intangible assets, contractual obligations assumed, pre-acquisition contingencies and contingent consideration, where applicable. If we cannot reasonably determine the fair value of a pre-acquisition contingency (non-income tax related) by the end of the measurement period, we will recognize an asset or a liability for such pre-acquisition contingency if: (i) it is probable that an asset existed or a liability had been incurred at the acquisition date and (ii) the amount of the asset or liability can be reasonably estimated. Although we believe the assumptions and estimates we have made in the past have been reasonable and appropriate, they are based in part on historical experience and information obtained from the management of the acquired companies and are inherently uncertain. Subsequent to the measurement period, changes in our estimates of such contingencies will affect earnings and could have a material effect on our consolidated results of operations and financial position.

Examples of critical estimates in valuing certain of the intangible assets we have acquired include but are not limited to: (i) future expected cash flows from software license sales, support agreements, consulting contracts, other customer contracts and acquired developed technologies and patents; (ii) expected costs to develop the in-process research and development into commercially viable products and estimated cash flows from the projects when completed; and (iii) the acquired company’s brand and competitive position, as well as assumptions about the period of time the acquired brand will continue to be used in the combined company’s product portfolio. Unanticipated events and circumstances may occur that may affect the accuracy or validity of such assumptions, estimates or actual results. Historically, there have been no significant changes in our estimates or assumptions. To the extent a significant acquisition is made during a fiscal year, as appropriate we will expand the discussion to include specific assumptions and inputs used to determine the fair value of our acquired intangible assets.

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In addition, uncertain tax positions and tax-related valuation allowances assumed in connection with a business combination are initially estimated as of the acquisition date. We reevaluate these items quarterly based upon facts and circumstances that existed as of the acquisition date with any adjustments to our preliminary estimates being recorded to goodwill provided that we are within the measurement period. Subsequent to the measurement period or our final determination of the tax allowance’s or contingency’s estimated value, whichever comes first, changes to these uncertain tax positions and tax-related valuation allowances will affect our provision for income taxes in our consolidated statements of income and comprehensive income and could have a material impact on our consolidated results of operations and financial position. Historically, there have been no significant changes in our valuation allowances or uncertain tax positions as it relates to business combinations. We do not believe there is a reasonable likelihood there will be a material change in the future estimates.

Goodwill, Acquisition Intangibles and Other Long-Lived Assets - Impairment Assessment

Goodwill represents the excess of cost over the fair value of identifiable assets acquired and liabilities assumed in business combinations. We assess goodwill for impairment for each of our reporting units on an annual basis during our fourth fiscal quarter using a July 1 measurement date unless circumstances require a more frequent measurement.

We have determined that our reporting units are the same as our reportable segments. When evaluating goodwill for impairment, we may first perform an assessment qualitatively whether it is more likely than not that a reporting unit's carrying amount exceeds its fair value, referred to as a “step zero” approach. If, based on the review of the qualitative factors, we determine it is not more likely than not that the fair value of a reporting unit is less than its carrying value, we would bypass the two-step impairment test. Events and circumstances we consider in performing the “step zero” qualitative assessment include macro-economic conditions, market and industry conditions, internal cost factors, share price fluctuations, and the operational stability and overall financial performance of the reporting units. If we conclude that it is more likely than not that a reporting unit's fair value is less than its carrying amount, we would perform the first step (“step one”) of the two-step impairment test and calculate the estimated fair value of the reporting unit by using discounted cash flow valuation models and by comparing our reporting units to guideline publicly-traded companies. These methods require estimates of our future revenues, profits, capital expenditures, working capital, and other relevant factors, as well as selecting appropriate guideline publicly-traded companies for each reporting unit. We estimate these amounts by evaluating historical trends, current budgets, operating plans, industry data, and other relevant factors. Alternatively, we may bypass the qualitative assessment described above for any reporting unit in any period and proceed directly to performing step one of the goodwill impairment test.

For fiscal 2020, we performed a step zero qualitative analysis for our annual assessment of goodwill impairment. After evaluating and weighing all relevant events and circumstances, we concluded that it is not more likely than not that the fair value of any of our reporting units was less their carrying amounts. Consequently, we did not perform a step one quantitative analysis and determined goodwill was not impaired for any of our reporting units for fiscal 2020. For fiscal 2021, we consolidated our operating segment structure from three to two by merging our Applications and Decision Management Software segments into the new Software segment. We proceeded directly to a step one quantitative impairment test on the Software and Scores reporting units before and immediately following the change in reporting units. There was a substantial excess of fair value over carrying value for the reporting units and we determined goodwill was not impaired for any of our reporting units before or after the change for fiscal 2021. For fiscal 2022, we performed a step zero qualitative analysis for our annual assessment of goodwill impairment. After evaluating and weighing all relevant events and circumstances, we concluded that it is not more likely than not that the fair value of either of our reporting units was less their carrying amounts. Consequently, we did not perform a step one quantitative analysis and determined goodwill was not impaired for either of our reporting units for fiscal 2022.

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Our intangible assets that have finite useful lives and other long-lived assets are assessed for potential impairment when there is evidence that events and circumstances related to our financial performance and economic environment indicate the carrying amount of the assets may not be recoverable. When impairment indicators are identified, we test for impairment using undiscounted cash flows. If such tests indicate impairment, then we measure and record the impairment as the difference between the carrying value of the asset and the fair value of the asset. Significant management judgment is required in forecasting future operating results used in the preparation of the projected cash flows. Should different conditions prevail, material write downs of our intangible assets or other long-lived assets could occur. We review the estimated remaining useful lives of our acquired intangible assets at each reporting period. A reduction in our estimate of remaining useful lives, if any, could result in increased annual amortization expense in future periods. We did not recognize any impairment charges on intangible assets that have finite useful lives or other long-lived assets in fiscal 2022, 2021 and 2020.

As discussed above, while we believe that the assumptions and estimates utilized were appropriate based on the information available to management, different assumptions, judgments and estimates could materially affect our impairment assessments for our goodwill, acquired intangibles with finite lives and other long-lived assets. Historically, there have been no significant changes in our estimates or assumptions that would have had a material impact for our goodwill or intangible assets impairment assessment. We believe our projected operating results and cash flows would need to be significantly less favorable to have a material impact on our impairment assessment. However, based upon our historical experience with operations, we do not believe there is a reasonable likelihood of a significant change in our projections.

Share-Based Compensation

We measure share-based compensation cost at the grant date based on the fair value of the award and recognize it as expense, net of estimated forfeitures, over the vesting or service period, as applicable, of the stock award (generally three to four years). We use the Black-Scholes valuation model to determine the fair value of our stock options and a Monte Carlo valuation model to determine the fair value of our market share units. Our valuation models and generally accepted valuation techniques require us to make assumptions and to apply judgment to determine the fair value of our awards. These assumptions and judgments include estimating the volatility of our stock price, expected dividend yield, employee turnover rates and employee stock option exercise behaviors. Historically, there have been no material changes in our estimates or assumptions. We do not believe there is a reasonable likelihood there will be a material change in the future estimates or assumptions. See Note 15 to the accompanying consolidated financial statements for further discussion of our share-based employee benefit plans.

Income Taxes

We estimate our income taxes based on the various jurisdictions where we conduct business, which involves significant judgment in determining our income tax provision. We estimate our current tax liability using currently enacted tax rates and laws and assess temporary differences that result from differing treatments of certain items for tax and accounting purposes. These differences result in deferred tax assets and liabilities recorded on our consolidated balance sheets using the currently enacted tax rates and laws that will apply to taxable income for the years in which those tax assets are expected to be realized or settled. We then assess the likelihood our deferred tax assets will be realized and to the extent we believe realization is not more likely than not, we establish a valuation allowance. When we establish a valuation allowance or increase this allowance in an accounting period, we record a corresponding income tax expense in our consolidated statements of income and comprehensive income. In assessing the need for the valuation allowance, we consider future taxable income in the jurisdictions we operate; our ability to carry back tax attributes to prior years; an analysis of our deferred tax assets and the periods over which they will be realizable; and ongoing prudent and feasible tax planning strategies. An increase in the valuation allowance would have an adverse impact, which could be material, on our income tax provision and net income in the period in which we record the increase.

We recognize and measure benefits for uncertain tax positions using a two-step approach. The first step is to evaluate the tax position taken or expected to be taken in a tax return by determining if the technical merits of the tax position indicate it is more likely than not that the tax position will be sustained upon audit, including resolution of any related appeals or litigation processes. For tax positions more likely than not of being sustained upon audit, the second step is to measure the tax benefit as the largest amount more than 50% likely of being realized upon settlement. Significant judgment is required to evaluate uncertain tax positions and they are evaluated on a quarterly basis. Our evaluations are based upon a number of factors, including changes in facts or circumstances, changes in tax law, correspondence with tax authorities during the course of audits and effective settlement of audit issues. Changes in the recognition or measurement of uncertain tax positions could result in material increases or decreases in our income tax expense in the period in which we make the change, which could have a material impact on our effective tax rate and operating results.

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A description of our accounting policies associated with tax-related contingencies and valuation allowances assumed as part of a business combination is provided under “Business Combinations” above.

Contingencies and Litigation

We are subject to various proceedings, lawsuits and claims relating to products and services, technology, labor, stockholder and other matters. We are required to assess the likelihood of any adverse outcomes and the potential range of probable losses in these matters. If the potential loss is considered probable and the amount can be reasonably estimated, we accrue a liability for the estimated loss. If the potential loss is considered less than probable or the amount cannot be reasonably estimated, disclosure of the matter is considered. The amount of loss accrual or disclosure, if any, is determined after analysis of each matter, and is subject to adjustment if warranted by new developments or revised strategies. Due to uncertainties related to these matters, accruals or disclosures are based on the best information available at the time. Significant judgment is required in both the assessment of likelihood and in the determination of a range of potential losses. Revisions in the estimates of the potential liabilities could have a material impact on our consolidated financial position or consolidated results of operations. Historically, there have been no material changes in our estimates or assumptions. We do not believe there is a reasonable likelihood there will be a material change in the future estimates.

New Accounting Pronouncements

Recent Accounting Pronouncements Not Yet Adopted

In October 2021, the Financial Accounting Standards Board (“FASB”) issued Accounting Standards Update (“ASU”) No. 2021-08, “Business Combinations (Topic 805): Accounting for Contract Assets and Contract Liabilities from Contracts with Customers” (“ASU 2021-08”). ASU 2021-08 requires an acquirer in a business combination to recognize and measure contract assets and contract liabilities from acquired contracts using the revenue recognition guidance under Accounting Standards Codification Topic 606, Revenue from Contacts with Customers, in order to align the recognition of a contract liability with the definition of a performance obligation. The standard is effective for fiscal years beginning after December 15, 2022, including interim periods within those fiscal years, which means that it will be effective for our fiscal year beginning October 1, 2023. Early adoption is permitted. We do not believe that adoption of ASU 2021-08 will have a significant impact on our consolidated financial statements.

We do not expect that any other recently issued accounting pronouncements will have a significant effect on our financial statements.

FY 2021 10-K MD&A

SEC filing source: 0000814547-21-000019.

Extracted structurally from real Item 7 body heading to real Item 7A/8 boundary. Confidence: high. Filing date: 2021-11-10. Report date: 2021-09-30.

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

Our Management’s Discussion and Analysis of Financial Condition and Results of Operations (“MD&A”) includes the following: a business overview that provides a high-level summary of our strategies and initiatives, highlights from fiscal year 2021 and key performance metrics for our Software segment; a more detailed analysis of our results of operations; our capital resources and liquidity, which discusses key aspects of our statements of cash flows, changes in our balance sheets and our financial commitments; and a summary of our critical accounting policies and estimates we believe are important to understanding the assumptions and judgments incorporated in our reported financial results. Our MD&A should be read in conjunction with Item 8, Financial Statements and Supplementary Data, of this Annual Report on Form 10-K. The following discussion contains forward-looking statements that are subject to risks and uncertainties. Actual results may differ from those referred to herein due to a number of factors, including but not limited to risks described in Item 1A, Risk Factors, in this Annual Report on Form 10-K.

BUSINESS OVERVIEW

Strategies and Initiatives

In fiscal 2021, our B2B scoring solutions, including the flagship FICO® Score, continued to be the standard measure of consumer credit risk in the U.S. In January 2020 we introduced our most predictive scores, FICO® Score 10 and 10T. We also created the FICO® Resilience Index, a complement to FICO Scores that identifies consumers who are more resilient to economic stress relative to other consumers within the same FICO Score bands. We continued to develop scores that use alternative data to enhance conventional credit bureau data and generate scores for otherwise un-scorable consumers.

During fiscal 2021, we continued to advance our platform-first, cloud delivered strategy in our Software segment. This led us to exit less strategic areas of our business in order to facilitate incremental investment in higher value, more strategic areas. As part of this process, we divested the non-platform-based Collections and Recovery (“C&R”) business, sold all assets related to our cyber risk score operations, and sold certain assets related to our Software operations to an affiliated joint venture in China.

During fiscal 2020, we changed our business practice of selling term software licenses with separate license and maintenance components to a single software subscription contract with license and maintenance bundled. This transition was substantially completed by the end of the first quarter of our fiscal 2021. The timing of our revenue recognition on these subscription sales changed, resulting in less revenue recognized upfront and more revenue recognized over the term of these subscriptions. This change led to a negative impact of our revenue recognized from term software licenses in our fiscal 2021 but does not affect total revenue recognized over the life of a contract. In addition, this change does not negatively impact our cash flows.

We also continue to enhance stockholder value by returning cash to stockholders through our stock repurchase programs. In June 2021, following the divestiture of our C&R business, we entered into an accelerated share repurchase agreement (“ASR Agreement”) to repurchase $200.0 million of our common stock. In August 2021, we entered into a stock repurchase agreement with an institutional shareholder pursuant to which we repurchased $225.0 million of our common stock. We also repurchased shares in other open market transactions under our stock repurchase programs. During fiscal 2021, we repurchased 1.9 million shares at a total repurchase price of $882.2 million. As of September 30, 2021, we had $173.2 million remaining under our current stock repurchase program.

Due to the COVID-19 pandemic, we continue to conduct business with substantial modifications to employee travel and work locations and also the virtualization of sales and marketing events. We expect these modifications to remain in place throughout calendar year 2021, along with substantially modified interactions with customers and suppliers, among other adjustments. As certain offices reopened due to the lifting of local government restrictions and a small number of employees started returning to work locations on a limited basis during fiscal 2021, we have maintained a “Voluntary Work-From-Home Policy” providing our people with valued flexibility. While we have not experienced material disruptions to our operations from the COVID-19 pandemic, we are unable to predict the full impact that the COVID-19 pandemic will have on our operations and future financial performance, including demand for our offerings, impact to our customers and partners, actions that may be taken by governmental authorities, and other factors identified in “Risk Factors” in Part I, Item 1A of this Report.

Highlights from Fiscal Year 2021

•Total GAAP revenue was $1.32 billion during fiscal year 2021, a 2% increase from fiscal year 2020.

•Total revenue for our Scores segment was $654.1 million during fiscal year 2021, a 24% increase from fiscal year 2020.

•Annual Recurring Revenue for our Software segment as of September 30, 2021 was $524.0 million, a 6% increase from September 30, 2020, excluding divestitures.

•Dollar-Based Net Retention Rate for our Software segment during the fourth quarter of fiscal 2021 was 106%, excluding divestitures.

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•Cash and cash equivalents was $195.4 million as of September 30, 2021, compared with $157.4 million as of September 30, 2020.

•Operating income, which included $100.1 million gains on product line asset sales and business divestiture, was $505.5 million during fiscal year 2021, a 71% increase from fiscal 2020.

•Net income was $392.1 million during fiscal year 2021, a 66% increase from fiscal 2020.

•Cash flow from operations was $423.8 during fiscal year 2021, compared with $364.9 million generated during the prior year.

•Total debt balance was $1.268 billion as of September 30, 2021, compared with $845 million as of September 30, 2020.

•$882.2 million was spent on share repurchases, compared with $235.2 million spent during the prior year.

Key performance metrics for Software segment

Annual Contract Value Bookings (“ACV Bookings”)

Management regards ACV Bookings as an important indicator of future revenues, but they are not comparable to, nor are they a substitute for, an analysis of, our revenues. We define ACV Bookings as the average annualized value of software contracts signed in the current reporting period that generate current and future on-premises and SaaS software revenue. We only include contracts with an initial term of at least 24 months and we exclude perpetual licenses and other revenues that are non-recurring in nature. For renewals of existing software subscription contracts, we count only incremental annual revenue expected over the current contract as ACV Bookings.

ACV Bookings is calculated by dividing the total expected contract value by the contract term in years. The expected contract value equals the fixed amount — including guaranteed minimums — stated in the contract, plus estimates of future usage-based fees. We develop estimates from discussions with our customers and examinations of historical data from similar products and customer arrangements. Differences between estimates and actual results occur due to variability in the estimated usage. This variability is primarily caused by the economic trends in our customers’ industries; individual performance of our customers relative to their competitors; and regulatory and other factors that affect the business environment in which our customers operate.

We disclose estimated revenue expected to be recognized in the future related to remaining performance obligations in Note 12 to the accompanying consolidated financial statements. However, we believe ACV Bookings is a more meaningful measure of our business as it includes estimated revenues and future billings excluded from Note 12, such as usage-based fees and guaranteed minimums derived from our on-premises software licenses, among others.

The following table summarizes our ACV Bookings during the periods indicated:

Quarter Ended September 30,Year Ended September 30,
2021202020212020
(In millions)
Total on-premises and SaaS software *$25.8$28.9$62.8$58.3

(*) During fiscal 2021, we sold all assets related to our cyber risk score operations, sold certain assets related to our Software segment to an affiliated joint venture in China, and divested our C&R business. The amounts above exclude these divested product lines and businesses for all periods presented.

Annual Recurring Revenue (“ARR”)

Accounting Standards Codification 606 requires us to recognize a significant portion of revenue from our on-premises software subscriptions at the point in time when the software is first made available to the customer, or at the beginning of the subscription term, despite the fact that our contracts typically call for billing these amounts ratably over the life of the subscription. The remaining portion of our on-premises software subscription revenue including maintenance and usage-based fees are recognized over the life of the contract. This point-in-time recognition of a portion of our on-premises software subscription revenue creates significant variability in the revenue recognized period to period based on the timing of the subscription start date and the subscription term. Furthermore, this point-in-time revenue recognition can create a significant difference between the timing of our revenue recognition and the actual customer billing under the contract. We use ARR to measure the underlying performance of our subscription-based contracts and mitigate the impact of this variability. ARR is defined as the annualized revenue run-rate of on-premises and SaaS software agreements within a quarterly reporting period, and as such, is different from the timing and amount of revenue recognized. All components of our software licensing and subscription arrangements that are not expected to recur (primarily perpetual licenses) are excluded. We calculate ARR as the quarterly recurring revenue run-rate multiplied by four.

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The following table summarizes our ARR at each of the dates presented:

December 31, 2019March 31, 2020June 30, 2020September 30, 2020December 31, 2020March 31, 2021June 30, 2021September 30, 2021
ARR (*)(In millions)
Platform (**)$40.0$41.1$43.8$47.7$55.1$60.2$67.7$75.2
Non-Platform446.9450.3438.5443.6439.9437.1445.9448.8
Total on-premises and SaaS software$486.9$491.4$482.3$491.3$495.0$497.3$513.6$524.0
Percentage
Platform8%8%9%10%11%12%13%14%
Non-Platform92%92%91%90%89%88%87%86%
Total on-premises and SaaS software100%100%100%100%100%100%100%100%
YoY Change
Platform45%48%44%45%38%47%54%58%
Non-Platform2%5%(3)%(2)%(2)%(3)%2%1%
Total on-premises and SaaS software5%7%%1%2%1%7%7%

(*) During fiscal 2021, we sold all assets related to our cyber risk score operations, sold certain assets related to our Software segment to an affiliated joint venture in China, and divested our C&R business. The amounts above exclude these divested product lines and businesses for all periods presented.

(**) The FICO platform software is a set of interoperable services which use software assets owned and/or governed by FICO for building solutions and which conform to FICO architectural standards based on key elements of Cloud Native Computing design principles. These standards encompass shared security context and pre-integration using FICO standard application programming interfaces for all services.

Dollar-Based Net Retention Rate (“DBNRR”)

We consider DBNRR to be an important measure of our success in retaining and growing revenue from our existing customers. To calculate DBNRR for any period, we compare the ARR at the end of the prior comparable quarter (base ARR) to the ARR from that same cohort of customers at the end of the current quarter (retained ARR); we then divide the retained ARR by the base ARR to arrive at the DBNRR. Our calculation includes the positive impact among this cohort of customers of selling additional products, price increases and increases in usage-based fees, and the negative impact of customer attrition, price decreases and decreases in usage-based fees during the period. However, the calculation does not include the positive impact from sales to any customers acquired during the period. Our DBNRR may increase or decrease from period to period as a result of various factors, including the timing of new sales and customer renewal rates.

The following table summarizes our DBNRR for each of the periods presented:

Quarter Ended
December 31, 2019March 31, 2020June 30, 2020September 30, 2020December 31, 2020March 31, 2021June 30, 2021September 30, 2021
DBNRR (*)
Platform110%112%108%116%123%130%137%143%
Non-Platform101%103%95%96%97%96%100%100%
Total on-premises and SaaS software103%105%98%99%100%100%105%106%

(*) During fiscal 2021, we sold all assets related to our cyber risk score operations, sold certain assets related to our Software segment to an affiliated joint venture in China, and divested our C&R business. The amounts above exclude these divested product lines and businesses for all periods presented.

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RESULTS OF OPERATIONS

We are organized into the following two reportable segments: Software and Scores. Although we sell solutions and services into a large number of end user product and industry markets, our reportable business segments reflect the primary method in which management organizes and evaluates internal financial information to make operating decisions and assess performance.

During the fourth quarter of fiscal 2021, we reevaluated our operating segments to better align with how our chief operating decision maker (“CODM”) evaluates performance and allocates resources, which resulted in a change from three operating segments, Applications, Decision Management Software and Scores, to two operating segments, Software and Scores, by merging Applications and Decision Management Software segments into the new Software segment. As a result, we modified the presentation of our segment financial information with retrospective application to all prior periods presented. In addition, effective beginning in the fourth quarter of fiscal 2021, we changed the classification of revenue from transactional and maintenance, professional services, and license to on-premises and SaaS software, professional services and scores on our consolidated statements of income and comprehensive income, as well as our disclosures on disaggregation of revenue, to better align with our business strategy. Previously reported amounts have been adjusted to conform to the current presentation.

Segment revenues, operating income, and related financial information, including disaggregation of revenue, for the years ended September 30, 2021, 2020 and 2019 are set forth in Note 12 and Note 18 to the accompanying consolidated financial statements.

Revenues

The following tables set forth certain summary information on a segment basis related to our revenues for fiscal 2021, 2020 and 2019:

Revenues Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
Segment2021202020192021 to 20202020 to 20192021 to 20202020 to 2019
(In thousands)(In thousands)
Scores$654,147$528,547$421,177$125,600$107,37024%25%
Software662,389766,015738,906(103,626)27,109(14)%4%
Total$1,316,536$1,294,562$1,160,08321,974134,4792%12%
Percentage of Revenues Year Ended September 30,
Segment202120202019
Scores50%41%36%
Software50%59%64%
Total100%100%100%

Scores

Scores segment revenues increased $125.6 million in fiscal 2021 from 2020 due to an increase of $64.6 million in our business-to-business scores revenue and $61.0 million in our business-to-consumer revenue. The increase in business-to-business scores revenue was primarily attributable to a higher unit price across several business-to-business offerings, as well as higher volumes. The increase in business-to-consumer revenue was attributable to an increase in both royalties derived from scores sold indirectly to consumers through consumer reporting agencies and direct sales generated from the myFICO.com website.

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Scores segment revenues increased $107.4 million in fiscal 2020 from 2019 due to an increase of $79.8 million in our business-to-business scores revenue and $27.6 million in our business-to-consumer revenue. The increase in business-to-business scores was primarily attributable to an increase in mortgage volumes, a higher unit price across several business-to-business offerings, a large royalty true-up as well as a large annual license deal recognized during fiscal 2020. The increase was partially offset by a decrease in unsecured originations volume. The increase in business-to-consumer revenue was attributable to an increase in both royalties derived from scores sold indirectly to consumers through consumer reporting agencies and direct sales generated from the myFICO.com website.

Revenues collectively generated by agreements with the three major consumer reporting agencies, TransUnion, Equifax and Experian, accounted for 38%, 33% and 29% of our total revenues in fiscal 2021, 2020 and 2019, respectively, with all three consumer reporting agencies contributing more than 10% of our total revenues in fiscal 2021, and Experian contributing more than 10% of our total revenues in fiscal 2020 and 2019. Revenues from these customers included amounts recorded in our Software segment.

Software

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2021202020192021 to 20202020 to 20192021 to 20202020 to 2019
(In thousands)(In thousands)
On-premises and SaaS software$517,888$584,576$556,968$(66,688)$27,608(11)%5%
Professional services144,501181,439181,938(36,938)(499)(20)%%
Total$662,389$766,015$738,906(103,626)27,109(14)%4%
Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2021202020192021 to 20202020 to 20192021 to 20202020 to 2019
(In thousands)(In thousands)
Software recognized at a point time (1)$59,024$127,666$111,308$(68,642)$16,358(54)%15%
Software recognized over contract term (2)458,864456,910445,6601,95411,250%3%
Total$517,888$584,576$556,968$(66,688)27,608(11)%5%

(1)Includes license portion of our on-premises subscription software and perpetual license, both of which are recognized when the software is made available to the customer, or at the start of the subscription.

(2)Includes maintenance portion and usage-based fees of our on-premises subscription software, maintenance revenue on perpetual licenses, as well as SaaS revenue.

Software segment revenues decreased $103.6 million in fiscal 2021 from 2020 due to a $66.7 million decrease in on-premises and SaaS software revenue and a $36.9 million decrease in services revenue. The decrease in on-premises and SaaS software revenue was attributable to a $68.6 million decrease in revenue recognized at a point in time, partially offset by a $1.9 million increase in revenue recognized over time. The decrease in point-in-time recognition was primarily attributable to the shift in the timing of revenue recognition on our term license subscription sales as a result of changing our business practice of selling term licenses with separate license and maintenance components to a single software subscription contract with license and maintenance bundled, as well as a decrease in the number and size of term license deals signed or renewed during fiscal 2021. The increase in over-time recognition was primarily attributable to an increase in SaaS subscription revenue, partially offset by the divestiture of our C&R business in June 2021. The decrease in services revenue was primarily due to our recent strategic shift to emphasize software over services, as well as the divestiture of our C&R business. In total, $21.7 million of the year-over-year decrease in our Software segment revenue was attributable to the divestiture of our C&R business.

Software segment revenues increased $27.1 million in fiscal 2020 from 2019 primarily attributable to a $27.6 million increase in on-premises and SaaS software revenue, comprised of a $16.4 million increase in license portion of our on-premises subscription software and perpetual license revenue recognized at a point in time, and a $11.3 million increase in revenue recognized over time, primarily attributable to an increase in SaaS subscription revenue.

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Operating Expenses and Other Income, Net

The following tables set forth certain summary information related to our consolidated statements of income and comprehensive income for fiscal 2021, 2020 and 2019:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
2021202020192021 to 20202020 to 20192021 to 20202020 to 2019
(In thousands, except employees)(In thousands, except employees)
Revenues$1,316,536$1,294,562$1,160,083$21,974$134,4792%12%
Operating expenses:
Cost of revenues332,462361,142336,845(28,680)24,297(8)%7%
Research and development171,231166,499149,4784,73217,0213%11%
Selling, general and administrative396,281420,930414,086(24,649)6,844(6)%2%
Amortization of intangible assets3,2554,9936,126(1,738)(1,133)(35)%(18)%
Restructuring and impairment charges7,95745,029(37,072)45,029(82)%%
Gains on product line asset sales and business divestiture(100,139)(100,139)%%
Total operating expenses811,047998,593906,535(87,407)92,058(9)%10%
Operating income505,489295,969253,548209,52042,42171%17%
Interest expense, net(40,092)(42,177)(39,752)2,085(2,425)(5)%6%
Other income, net7,7453,2082,2764,537932141%41%
Income before income taxes473,142257,000216,072216,14240,92884%19%
Provision for income taxes81,05820,58923,94860,469(3,359)294%(14)%
Net income$392,084$236,411$192,124155,67344,28766%23%
Number of employees at fiscal year-end3,6504,0034,009(353)(6)(9)%%

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Percentage of Revenues Year Ended September 30,
202120202019
Revenues100%100%100%
Operating expenses:
Cost of revenues25%28%29%
Research and development13%13%13%
Selling, general and administrative30%33%35%
Amortization of intangible assets%%1%
Restructuring and impairment charges1%3%%
Gains on product line asset sales and business divestiture(7)%%%
Total operating expenses62%77%78%
Operating income38%23%22%
Interest expense, net(3)%(3)%(3)%
Other income, net1%%%
Income before income taxes36%20%19%
Provision for income taxes6%2%2%
Net income30%18%17%

Cost of Revenues

Cost of revenues consists primarily of employee salaries, incentives, and benefits for personnel directly involved in delivering software products, operating SaaS infrastructure, and providing support, implementation and consulting services; allocated overhead, facilities and data center costs; software royalty fees; credit bureau data and processing services; third-party hosting fees related to our SaaS services; travel costs; and outside services.

The fiscal 2021 from 2020 decrease of $28.7 million in cost of revenues was primarily attributable to an $18.8 million decrease in personnel and labor costs, a $9.2 million decrease in allocated facilities and infrastructure costs and a $3.7 million decrease in travel costs, partially offset by an increase in direct materials costs. The decreases in personnel and labor costs, and in allocated facilities and infrastructure costs were both largely driven by our strategic cost initiative implemented in September 2020, in which we reduced our workforce, consolidated office space and abandoned certain property and equipment; as well as the divestiture of our C&R business in June 2021. The decrease in travel costs was primarily attributable to the COVID-19 pandemic. The increase in direct materials costs was primarily attributable to increased third-party data costs related to increased Scores revenue. Cost of revenues as a percentage of revenues decreased to 25% during fiscal 2021 from 28% during fiscal 2020, primarily due to increased sales of our higher-margin Scores products.

The fiscal 2020 over 2019 increase of $24.3 million in cost of revenues was primarily attributable to an $11.1 million increase in allocated facilities and infrastructure costs, a $10.3 million increase in personnel and labor costs and a $7.6 million increase in direct materials cost, partially offset by a $4.9 million decrease in travel costs. The increase in facilities and infrastructure costs was primarily attributable to increased resource requirements due to expansion in our cloud infrastructure operations. The increase in personnel and labor costs was primarily attributable to an increase in our average headcount. The increase in direct materials cost was primarily attributable to an increase in license and Scores revenues that incur third-party royalties and data costs, as well as an increase in telecommunication cost. The decrease in travel costs was primarily attributable to the COVID-19 pandemic. Cost of revenues as a percentage of revenues was 28% during fiscal 2020, materially consistent with that incurred during fiscal 2019.

Research and Development

Research and development expenses include personnel and related overhead costs incurred in the development of new products and services, including research of mathematical and statistical models and development of new versions of software products.

The fiscal 2021 over 2020 increase of $4.7 million in research and development expenses was primarily attributable to an increase in personnel and labor costs, driven by increased average headcount and our continued investments in new product development. Research and development expenses as a percentage of revenues was 13% during fiscal 2021, consistent with that during fiscal 2020.

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The fiscal 2020 over 2019 increase of $17.0 million in research and development expenses was primarily attributable to an increase in personnel and labor costs and an increase in allocated facilities and infrastructure costs, both driven by increased average headcount and our continued investments in new product development. Research and development expenses as a percentage of revenues was 13% during fiscal 2020, consistent with that incurred during fiscal 2019.

Selling, General and Administrative

Selling, general and administrative expenses consist principally of employee salaries, incentives, commissions and benefits; travel costs; overhead costs; advertising and other promotional expenses; corporate facilities expenses; legal expenses; and business development expenses.

The fiscal 2021 from 2020 decrease in selling, general and administrative expenses of $24.6 million was primarily attributable to a $7.4 million decrease in travel costs, a $6.8 million decrease in marketing costs, a $5.0 million decrease in outside services, and a $4.6 million decrease in allocated facilities and infrastructure costs. The decrease in travel costs was a result of a decrease in travel activity due to COVID-19. The decrease in marketing costs was primarily driven by a company-wide marketing event during fiscal 2020. The decrease in outside services was attributable to a decrease in legal and consulting fees associated with several company initiatives during fiscal 2020. The decrease in allocated facilities and infrastructure costs was largely driven by our strategic cost initiative implemented in September 2020, in which we consolidated office space and abandoned certain property and equipment. Selling, general and administrative expenses as a percentage of revenues decreased to 30% during fiscal 2021 from 33% during fiscal 2020 primarily due to increased sales of our high-margin Scores products.

The fiscal 2020 over 2019 increase of $6.8 million was primarily attributable to an increase in personnel and labor costs as a result of increased average headcount, higher share-based compensation and higher non-capitalizable commission cost. The increase was partially offset by a decrease in marketing and travel costs as a result of a decrease in travel activity due to COVID-19. Selling, general and administrative expenses as a percentage of revenues decreased to 33% during fiscal 2020 from 35% during fiscal 2019 primarily due to increased sales of our high-margin Scores and software products.

Amortization of Intangible Assets

Amortization of intangible assets consists of expense related to intangible assets recorded in connection with our acquisitions. Our finite-lived intangible assets consist primarily of completed technology and customer contracts and relationships, which are being amortized using the straight-line method over periods ranging from four to fifteen years.

Amortization expense was $3.3 million, $5.0 million and $6.1 million for fiscal 2021, 2020 and 2019, respectively.

Restructuring and Impairment Charges

During the fourth quarter of fiscal 2021, we incurred charges of $8.0 million in employee separation costs due to the elimination of 160 positions throughout the Company. Cash payments for all the employee separation costs will be paid by the end of our fiscal 2022. There were no impairment charges incurred during fiscal 2021.

During fiscal 2020, we incurred net charges totaling $45.0 million consisting of $28.0 million in impairment loss on operating lease assets, $5.2 million in impairment loss on abandonment of property and equipment and $11.8 million in restructuring charges. The impairment losses were associated with closing certain non-core offices and reducing office space in other locations to better align with anticipated needs in light of post-pandemic workforce patterns. The restructuring charges related to employee separation costs as a result of eliminating 209 positions throughout the Company. Cash payments for all the employee separation costs were fully paid before the end of our fiscal 2021.

There were no restructuring and impairment charges incurred during fiscal 2019.

Gains on Product Line Asset Sales and Business Divestiture

The $100.1 million gain on product line asset sales and business divestiture during fiscal 2021 was attributable to a $92.8 million gain on the sale of the C&R business in June 2021, a $7.3 million gain on the sale of all assets related to our cyber risk score operations in October 2020, and the sale of certain assets related to our Software operations to an affiliated joint venture in China in December 2020.

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Interest Expense, Net

Interest expense includes primarily interest on the senior notes issued in December 2019, May 2018, and July 2010 (which July 2010 senior notes were paid in full at maturity in July 2020), as well as interest and credit facility fees on the revolving line of credit. On our consolidated statements of income and comprehensive income, interest expense is netted with interest income, which is derived primarily from the investment of funds in excess of our immediate operating requirements.

The fiscal 2021 from 2020 decrease in net interest expense of $2.1 million was primarily attributable to a lower average outstanding debt balance during fiscal 2021.

The fiscal 2020 over 2019 increase in net interest expense of $2.4 million was primarily attributable to a higher average outstanding debt balance during fiscal 2020.

Other Income, Net

Other income, net consists primarily of realized investment gains/losses and unrealized gains/losses on certain investments classified as trading securities, exchange rate gains/losses resulting from re-measurement of foreign-currency-denominated receivable and cash balances held by our various reporting entities into their respective functional currencies at period-end market rates, net of the impact of offsetting foreign currency forward contracts, and other non-operating items.

The fiscal 2021 over 2020 increase in other income, net of $4.5 million was primarily attributable to an increase in net unrealized gains on our supplemental retirement and savings plan, as well as a decrease in foreign currency exchange losses.

The fiscal 2020 over 2019 increase in other income, net of $0.9 million was primarily attributable to an increase in net unrealized gains on our supplemental retirement and savings plan, partially offset by an increase in foreign currency exchange losses.

Provision for Income Taxes

Our effective tax rates were 17.1%, 8.0% and 11.1% in fiscal 2021, 2020 and 2019, respectively.

The increase in our income tax provision in fiscal 2021 compared to fiscal 2020 was due to an increase in pretax book income, of which a large amount was due to the gain on divestiture of C&R business, as well as a decrease in excess tax benefits related to share-based compensation.

The decrease in our income tax provision in fiscal 2020 compared to fiscal 2019 was due to the excess tax benefits related to share-based compensation.

As of September 30, 2021, we had approximately $141.5 million of unremitted earnings of non-U.S. subsidiaries. The Company generates substantial cash flow in the U.S. and does not have a current need for the cash to be returned to the U.S. from the foreign entities. In the event these earnings are later remitted to the U.S., any estimated withholding tax and state income tax due upon remittance of those earnings is expected to be immaterial to the income tax provision.

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Operating Income

The following tables set forth certain summary information on a segment basis related to our operating income for fiscal 2021, 2020 and 2019:

Year Ended September 30,Period-to-Period ChangePeriod-to-Period Percentage Change
Segment2021202020192021 to 20202020 to 20192021 to 20202020 to 2019
(In thousands)(In thousands)
Scores$560,684$454,310$361,356$106,374$92,95423%26%
Software105,147130,066126,046(24,919)4,020(19)%3%
Unallocated corporate expenses(136,812)(144,704)(144,755)7,89251(5)%%
Total segment operating income529,019439,672342,64789,34797,02520%28%
Unallocated share-based compensation(112,457)(93,681)(82,973)(18,776)(10,708)20%13%
Unallocated amortization expense(3,255)(4,993)(6,126)1,7381,133(35)%(18)%
Unallocated restructuring and impairment charges(7,957)(45,029)37,072(45,029)%%
Gains on product line asset sales and business divestiture100,139100,139%%
Operating income$505,489$295,969$253,548209,52042,42171%17%

Scores

Year Ended September 30,Percentage of Revenues
202120202019202120202019
(In thousands)
Segment revenues$654,147$528,547$421,177100%100%100%
Segment operating expenses(93,463)(74,237)(59,821)(14)%(14)%(14)%
Segment operating income$560,684$454,310$361,35686%86%86%

Software

Year Ended September 30,Percentage of Revenues
202120202019202120202019
(In thousands)
Segment revenues$662,389$766,015$738,906100%100%100%
Segment operating expenses(557,242)(635,949)(612,860)(84)%(83)%(83)%
Segment operating income$105,147$130,066$126,04616%17%17%

The fiscal 2021 over 2020 increase in operating income of $209.5 million was primarily attributable to a $100.1 million gain on product line asset sales and business divestiture during fiscal 2021, a $59.5 million decrease in segment operating expenses, a $37.1 million decrease in restructuring and impairment charges, a $22.0 million increase in segment revenues and a $7.8 million decrease in corporate expenses, partially offset by an $18.8 million increase in share-based compensation expense.

At the segment level, the $89.3 million increase in segment operating income was the result of a $106.4 million increase in our Scores segment operating income and a $7.8 million decrease in corporate expenses, partially offset by a $24.9 million decrease in our Software segment operating income.

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The $106.4 million increase in our Scores segment operating income was attributable to a $125.6 million increase in segment revenue, partially offset by a $19.2 million increase in segment operating expenses. Segment operating income as a percentage of segment revenue for Scores was 86%, consistent with fiscal 2020.

The $24.9 million decrease in our Software segment operating income was attributable to a $103.6 million decrease in segment revenue, partially offset by a $78.7 million decrease in segment operating expenses. Segment operating income as a percentage of segment revenue for Software was 16%, materially consistent with fiscal 2020.

The fiscal 2020 over 2019 increase in operating income of $42.4 million was attributable to a $134.5 million increase in segment revenues and a $1.1 million decrease in amortization expense, partially offset by a $45.0 million increase in restructuring and impairment charges, a $37.5 million increase in segment operating expenses, and a $10.7 million increase in share-based compensation expense.

At the segment level, the $97.0 million increase in segment operating income was the result of a $93.0 million increase in our Scores segment operating income and a $4.0 million increase in our Software segment operating income.

The $93.0 million increase in our Scores segment operating income was attributable to a $107.4 million increase in segment revenue, partially offset by a $14.4 million increase in segment operating expenses. Segment operating income as a percentage of segment revenue for Scores was 86%, consistent with fiscal 2019.

The $4.0 million increase in our Software segment operating income was attributable to a $27.1 million increase in segment revenue, partially offset by a $23.1 million increase in segment operating expenses. Segment operating income as a percentage of segment revenue for Software was 17%, consistent with fiscal 2019.

CAPITAL RESOURCES AND LIQUIDITY

Outlook

As of September 30, 2021, we had $195.4 million in cash and cash equivalents, which included $158.8 million held by our foreign subsidiaries. Our cash position could be affected by various risks and uncertainties, including, but not limited to, the effects of the COVID-19 pandemic and other risks detailed in Part I, Item 1A titled “Risk Factors” of this Annual Report on Form 10-K. However, based on our current business plan and revenue prospects, we believe our cash and cash equivalents balances, as well as available borrowings from our $600 million revolving line of credit and anticipated cash flows from operating activities, will be sufficient to fund our working and other capital requirements for at least the next 12 months and thereafter for the foreseeable future. Under our current financing arrangements, we have no significant debt obligations maturing over the next twelve months. Our undistributed earnings outside the U.S. are deemed to be permanently reinvested in foreign jurisdictions. We currently do not foresee a need to repatriate cash and cash equivalents held by our foreign subsidiaries. If these funds are needed for our operations in the U.S., we may be required to accrue for state income or foreign withholding taxes on the distributed foreign earnings, which we expect to be immaterial.

In the normal course of business, we evaluate the merits of acquiring technology or businesses, or establishing strategic relationships with or investing in these businesses. We may elect to use available cash and cash equivalents to fund such activities in the future. In the event additional needs for cash arise, or if we refinance our existing debt, we may raise additional funds from a combination of sources, including the potential issuance of debt or equity securities. Additional financing might not be available on terms favorable to us, or at all. If adequate funds were not available or were not available on acceptable terms, our ability to take advantage of unanticipated opportunities or respond to competitive pressures could be limited.

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Summary of Cash Flows

Year Ended September 30,
202120202019
(In thousands)
Cash provided by (used in):
Operating activities$423,817$364,916$260,350
Investing activities137,850(24,583)(42,760)
Financing activities(523,571)(289,424)(200,047)
Effect of exchange rate changes on cash(136)59(1,140)
Increase in cash and cash equivalents$37,960$50,968$16,403

Cash Flows from Operating Activities

Our primary method for funding operations and growth has been through cash flows generated from operating activities. Net cash provided by operating activities totaled $423.8 million in fiscal 2021 compared to $364.9 million in fiscal 2020. The $58.9 million increase was primarily attributable to a $155.7 million increase in net income and a $28.6 million increase that resulted from timing of receipts and payments in our ordinary course of business, partially offset by a $125.4 million decrease in non-cash items, including a $100.1 million gain on product line asset sales and a business divestiture in fiscal 2021.

Net cash provided by operating activities totaled $364.9 million in fiscal 2020 compared to $260.4 million in fiscal 2019. The $104.5 million increase was attributable to a $44.3 million increase in net income, a $46.1 million increase in non-cash items, including a $28.0 million increase in impairment loss on operating lease assets as well as a $20.0 million increase in operating lease costs, and a $14.2 million increase that resulted from timing of receipts and payments in our ordinary course of business.

Cash Flows from Investing Activities

Net cash provided by investing activities totaled $137.9 million in fiscal 2021 compared to net cash used of $24.6 million in fiscal 2020. The $162.5 million change was primarily attributable to $147.4 million in cash proceeds from the product line asset sales and a business divestiture during fiscal 2021 and a $14.4 million decrease in purchases of property and equipment.

Net cash used in investing activities totaled $24.6 million in fiscal 2020 compared to $42.8 million in fiscal 2019. The $18.2 million decrease was primarily attributable to a $15.9 million decrease in net cash used for acquisitions and a $2.0 million decrease in net cash used for purchases of property and equipment.

Cash Flows from Financing Activities

Net cash used in financing activities totaled $523.6 million in fiscal 2021 compared to $289.4 million in fiscal 2020. The $234.2 million increase was primarily attributable to a $639.0 million increase in repurchases of common stock and a $350.0 million decrease in proceeds from issuance of senior notes, partially offset by a $419.0 million increase in proceeds from our revolving line of credit, a $254.0 million decrease in payments on our revolving line of credit, and an $85.0 million decrease in payments on senior notes.

Net cash used in financing activities totaled $289.4 million in fiscal 2020 compared to $200.0 million in fiscal 2019. The $89.4 million increase was primarily due to a $338.0 million increase in payments, net of proceeds, on our revolving line of credit and a $49.9 million increase in taxes paid related to net share settlement of equity awards, partially offset by a $293.0 million increase in proceeds, net of payments, from our senior notes.

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Repurchases of Common Stock

In July 2020, our Board of Directors approved a stock repurchase program following the completion of the previously authorized program. This program was open-ended and authorized repurchases of shares of our common stock up to an aggregate cost of $250.0 million in the open market or in negotiated transactions. In March 2021, our Board of Directors approved another stock repurchase program following the completion of the July 2020 program. This program was open-ended and authorized repurchases of shares of our common stock up to an aggregate cost of $500.0 million in the open market or in negotiated transactions. As part of the broader share repurchase program, we entered into an accelerated share repurchase agreement (“ASR Agreement”) with a financial institution in June 2021 to repurchase $200.0 million of our common stock. Pursuant to the ASR Agreement, we paid $200.0 million to the financial institution and received an initial delivery of 319,400 shares of common stock, which approximated 80% of the total number of expected shares to be repurchased under the ASR Agreement. In August 2021, we settled the ASR Agreement and received 70,127 additional shares. In total, 389,527 shares were repurchased under the ASR Agreement. In August 2021, our Board of Directors approved a new stock repurchase program following the termination of the March 2021 program. This new program is open-ended and authorizes repurchases of shares of our common stock up to an aggregate cost of $500.0 million in the open market or in negotiated transactions. In August 2021, we entered into a stock repurchase agreement with an institutional shareholder, pursuant to which we repurchased 515,293 shares of our common stock for $225.0 million. As of September 30, 2021, we had $173.2 million remaining under our current stock repurchase program. During fiscal 2021, 2020 and 2019, we expended $882.2 million, $235.2 million and $228.9 million, respectively, under these and previously authorized stock repurchase programs.

Revolving Line of Credit

On August 19, 2021, we amended our credit agreement with a syndicate of banks, increasing our borrowing capacity under the unsecured revolving line of credit to $600 million, and extended its maturity to August 19, 2026. Borrowings under the credit facility can be used for working capital and general corporate purposes and may also be used for the refinancing of existing debt, acquisitions, and the repurchase of our common stock. Interest on amounts borrowed under the credit facility is based on (i) an adjusted base rate, which is the greatest of (a) the prime rate and (b) the Federal Funds rate plus 0.500% and (c) the one-month LIBOR rate plus 1.000%, plus, in each case, an applicable margin, or (ii) an adjusted LIBOR rate plus an applicable margin. The applicable margin for base rate borrowings ranges from 0% to 0.750% and for LIBOR borrowings ranges from 1.000% to 1.750% and is determined based on our consolidated leverage ratio. In addition, we must pay credit facility fees. The credit facility contains certain restrictive covenants including maintaining a maximum consolidated leverage ratio of 3.50, subject to a step up to 4.00 following certain permitted acquisitions; and a minimum interest coverage ratio of 3.00. The credit agreement also contains other covenants typical of unsecured facilities. As of September 30, 2021, we had $518.0 million in borrowings outstanding at a weighted-average interest rate of 1.212% and we were in compliance with all financial covenants under this credit facility.

On October 20, 2021, we entered into an amendment to our credit agreement that provides for an unsecured term loan that will mature on August 19, 2026 in the aggregate principal amount of $300 million, with an option for us to request additional incremental term loans from time to time, in each case subject to the terms and conditions of the credit agreement. The term loan is in addition to the $600 million revolving loan facility. The term loan is subject to the same pricing and covenants as the revolving line of credit. We are obligated to repay the term loan in consecutive quarterly installments equal to $3.75 million commencing March 31, 2022, subject to certain adjustments under the credit agreement.

Senior Notes

On May 8, 2018, we issued $400 million of senior notes in a private offering to qualified institutional investors (the “2018 Senior Notes”). The 2018 Senior Notes require interest payments semi-annually at a rate of 5.25% per annum and will mature on May 15, 2026. On December 6, 2019, we issued $350 million of senior notes in a private offering to qualified institutional investors (the “2019 Senior Notes,” and with the 2018 Senior Notes, the “Senior Notes”). The 2019 Senior Notes require interest payments semi-annually at a rate of 4.00% per annum and will mature on June 15, 2028. The indentures for the 2018 Senior Notes and the 2019 Senior Notes contain certain covenants typical of unsecured obligations. As of September 30, 2021, the carrying value of the Senior Notes was $750.0 million and we were in compliance with all financial covenants under these obligations, and we do not believe we are at material risk of not meeting these covenants due to COVID-19.

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Contractual Obligations

The following table presents a summary of our contractual obligations at September 30, 2021:

Year Ending September 30,ThereafterTotal
20222023202420252026
(In thousands)
Senior notes (1)$$$$$400,000$350,000$750,000
Revolving line of credit518,000518,000
Interest due on debt obligations (2)35,00035,00035,00035,00035,00028,000203,000
Operating lease obligations24,44119,62114,0258,6397,6027,52281,850
Unrecognized tax benefits (3)10,897
Total commitments$59,441$54,621$49,025$43,639$960,602$385,522$1,563,747

(1)Represents the unpaid principal amount of the Senior Notes.

(2)Represents interest payments on the Senior Notes.

(3)Represents unrecognized tax benefits related to uncertain tax positions. As we are not able to reasonably estimate the timing of the payments or the amount by which the liability will increase or decrease over time, the related balances have not been reflected in the section of the table showing payment by fiscal year.

CRITICAL ACCOUNTING POLICIES AND ESTIMATES

We prepare our consolidated financial statements in conformity with U.S. generally accepted accounting principles. These accounting principles require management to make certain judgments and assumptions that affect the reported amounts of assets and liabilities and the disclosure of contingent assets and liabilities as of the date of the financial statements, and the reported amounts of revenues and expenses during the reporting period. We periodically evaluate our estimates including those relating to revenue recognition, goodwill and other intangible assets resulting from business acquisitions, share-based compensation, income taxes and contingencies and litigation. We base our estimates on historical experience and various other assumptions that we believe to be reasonable based on the specific circumstances, the results of which form the basis for making judgments about the carrying value of certain assets and liabilities that are not readily apparent from other sources. Actual results may differ from these estimates.

We believe the following critical accounting policies involve the most significant judgments and estimates used in the preparation of our consolidated financial statements:

Revenue Recognition

Contracts with Customers

Our revenue is primarily derived from on-premises software and SaaS subscriptions, professional services and scoring services. For contracts with customers that contain various combinations of products and services, we evaluate whether the products or services are distinct — distinct products or services will be accounted for as separate performance obligations, while non-distinct products or services are combined with others to form a single performance obligation. For contracts with multiple performance obligations, the transaction price is allocated to each performance obligation on a relative standalone selling price (“SSP”) basis. Revenue is recognized when control of the promised goods or services is transferred to our customers.

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Our on-premises software is primarily sold on a subscription basis, which includes a term-based license and post-contract support or maintenance, both of which generally represent distinct performance obligations and are accounted for separately. The transaction price is either a fixed fee, or a usage-based fee — sometimes subject to a guaranteed minimum. When the amount is fixed, including the guaranteed minimum in a usage-based fee, license revenue is recognized at the point in time when the software is made available to the customer. Maintenance revenue is recognized ratably over the contract period as customers simultaneously consume and receive benefits. Any usage-based fees not subject to a guaranteed minimum or earned in excess of the minimum amount are recognized when the subsequent usage occurs. We occasionally sell software arrangements consisting of on-premises perpetual licenses and maintenance. License revenue is recognized at a point in time when the software is made available to the customer and maintenance revenue is recognized ratably over the contract term.

Our SaaS products provide customers with access to and standard support for our software on a subscription basis, delivered through our own infrastructure or third-party cloud services. The SaaS transaction contracts typically include a guaranteed minimum fee per period that allows up to a certain level of usage and a consumption-based variable amount in excess of the minimum threshold; or a consumption-based variable fee not subject to a minimum threshold. The nature of our SaaS arrangements is to provide continuous access to our hosted solutions in the cloud, i.e., a stand-ready obligation that comprises a series of distinct service periods (e.g., a series of distinct daily, monthly or annual periods of service). We estimate the total variable consideration at contract inception — subject to any constraints that may apply — and update the estimates as new information becomes available and recognize the amount ratably over the SaaS service period, unless we determine it is appropriate to allocate the variable amount to each distinct service period and recognize revenue as each distinct service period is performed.

Our professional services include software implementation, consulting, model development and training. They are sold either standalone, or together with other products or services and generally represent distinct performance obligations. The transaction price can be a fixed amount or a variable amount based upon the time and materials expended. Revenue on fixed-price services is recognized using an input method based on labor hours expended which we believe provides a faithful depiction of the transfer of services. Revenue on services provided on a time and materials basis is recognized by applying the “right-to-invoice” practical expedient as the amount to which we have a right to invoice the customer corresponds directly with the value of our performance to the customer.

Our scoring services include both business-to-business and business-to-consumer offerings. Our business-to-business scoring services typically include a license that grants consumer reporting agencies the right to use our scoring solutions in exchange for a usage-based royalty. Revenue is generally recognized when the usage occurs. Business-to-consumer offerings provide consumers with access to their FICO® Scores and credit reports, as well as other value-add services. These are provided as either a one-time or ongoing subscription service renewed monthly or annually, all with a fixed consideration. The nature of the subscription service is a stand-ready obligation to generate credit reports, provide credit monitoring, and other services for our customers, which comprises a series of distinct service periods (e.g., a series of distinct daily, monthly or annual periods of service). Revenue from one-time or monthly subscription services is recognized during the period when service is performed. Revenue from annual subscription services is recognized ratably over the subscription period.

Significant Judgments

Our contracts with customers often include promises to transfer multiple products and services to a customer. Determining whether products and services are considered distinct and should be accounted for separately may require significant judgment. Specifically, when implementation service is included in the original software or SaaS offerings, judgment is required to determine if the implementation service significantly modifies or customizes the software or SaaS service in such a way that the risks of providing it and the customization service are inseparable. In rare instances, contracts may include significant modification or customization of the software of SaaS service and will result in the combination of software or SaaS service and implementation service as one performance obligation.

We determine the SSPs using data from our historical standalone sales, or, in instances where such information is not available (such as when we do not sell the product or service separately), we consider factors such as the stated contract prices, our overall pricing practices and objectives, go-to-market strategy, size and type of the transactions, and effects of the geographic area on pricing, among others. When the selling price of a product or service is highly variable, we may use the residual approach to determine the SSP of that product or service. Significant judgment may be required to determine the SSP for each distinct performance obligation when it involves the consideration of many market conditions and entity-specific factors discussed above.

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Significant judgment may be required to determine the timing of satisfaction of a performance obligation in certain professional services contracts with a fixed consideration, in which we measure progress using an input method based on labor hours expended. In order to estimate the total hours of the project, we make assumptions about labor utilization, efficiency of processes, the customer’s specification and IT environment, among others. For certain complex projects, due to the risks and uncertainties inherent with the estimation process and factors relating to the assumptions, actual progress may differ due to the change in estimated total hours. Adjustments to estimates are made in the period in which the facts requiring such revisions become known and, accordingly, recognized revenues are subject to revisions as the contract progresses to completion.

Capitalized Commission Costs

We capitalize incremental commission fees paid as a result of obtaining customer contracts. Capitalized commission costs are amortized on a straight-line basis over ten years — determined using a portfolio approach — based on the transfer of goods or services to which the assets relate, taking into consideration both the initial and future contracts as we do not typically pay a commission on a contract renewal. The amortization costs are included in selling, general, and administrative expenses of our consolidated statements of income and comprehensive income.

We apply a practical expedient to recognize the incremental costs of obtaining contracts as an expense when incurred if the amortization period of the assets that we otherwise would have recognized is one year or less. These costs are recorded within selling, general, and administrative expenses.

Business Combinations

Accounting for our acquisitions requires us to recognize, separately from goodwill, the assets acquired and the liabilities assumed at their acquisition-date fair values. Goodwill as of the acquisition date is measured as the excess of consideration transferred over the net of the acquisition-date fair values of the assets acquired and the liabilities assumed. While we use our best estimates and assumptions to accurately value assets acquired and liabilities assumed at the acquisition date, our estimates are inherently uncertain and subject to refinement. As a result, during the measurement period, which may be up to one year from the acquisition date, we record adjustments to the assets acquired and liabilities assumed with the corresponding offset to goodwill. Upon the conclusion of the measurement period or final determination of the values of assets acquired or liabilities assumed, whichever comes first, any subsequent adjustments are recorded to our consolidated statements of income and comprehensive income.

Accounting for business combinations requires our management to make significant estimates and assumptions, especially at the acquisition date, including our estimates for intangible assets, contractual obligations assumed, pre-acquisition contingencies and contingent consideration, where applicable. If we cannot reasonably determine the fair value of a pre-acquisition contingency (non-income tax related) by the end of the measurement period, we will recognize an asset or a liability for such pre-acquisition contingency if: (i) it is probable that an asset existed or a liability had been incurred at the acquisition date and (ii) the amount of the asset or liability can be reasonably estimated. Although we believe the assumptions and estimates we have made in the past have been reasonable and appropriate, they are based in part on historical experience and information obtained from the management of the acquired companies and are inherently uncertain. Subsequent to the measurement period, changes in our estimates of such contingencies will affect earnings and could have a material effect on our consolidated results of operations and financial position.

Examples of critical estimates in valuing certain of the intangible assets we have acquired include but are not limited to: (i) future expected cash flows from software license sales, support agreements, consulting contracts, other customer contracts and acquired developed technologies and patents; (ii) expected costs to develop the in-process research and development into commercially viable products and estimated cash flows from the projects when completed; and (iii) the acquired company’s brand and competitive position, as well as assumptions about the period of time the acquired brand will continue to be used in the combined company’s product portfolio. Unanticipated events and circumstances may occur that may affect the accuracy or validity of such assumptions, estimates or actual results. Historically, there have been no significant changes in our estimates or assumptions. To the extent a significant acquisition is made during a fiscal year, as appropriate we will expand the discussion to include specific assumptions and inputs used to determine the fair value of our acquired intangible assets.

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In addition, uncertain tax positions and tax-related valuation allowances assumed in connection with a business combination are initially estimated as of the acquisition date. We reevaluate these items quarterly based upon facts and circumstances that existed as of the acquisition date with any adjustments to our preliminary estimates being recorded to goodwill provided that we are within the measurement period. Subsequent to the measurement period or our final determination of the tax allowance’s or contingency’s estimated value, whichever comes first, changes to these uncertain tax positions and tax-related valuation allowances will affect our provision for income taxes in our consolidated statements of income and comprehensive income and could have a material impact on our consolidated results of operations and financial position. Historically, there have been no significant changes in our valuation allowances or uncertain tax positions as it relates to business combinations. We do not believe there is a reasonable likelihood there will be a material change in the future estimates.

Goodwill, Acquisition Intangibles and Other Long-Lived Assets - Impairment Assessment

Goodwill represents the excess of cost over the fair value of identifiable assets acquired and liabilities assumed in business combinations. We assess goodwill for impairment for each of our reporting units on an annual basis during our fourth fiscal quarter using a July 1 measurement date unless circumstances require a more frequent measurement.

During the fourth quarter of fiscal 2021, we reevaluated our operating segments to better align with how our CODM evaluates performance and allocates resources, which resulted in a change from three operating segments, Applications, Decision Management Software and Scores, to two operating segments, Software and Scores. As part of this reevaluation, we determined our operating segments continue to represent our reporting units. When evaluating goodwill for impairment, we may first perform an assessment qualitatively whether it is more likely than not that a reporting unit's carrying amount exceeds its fair value, referred to as a “step zero” approach. If, based on the review of the qualitative factors, we determine it is not more likely than not that the fair value of a reporting unit is less than its carrying value, we would bypass the two-step impairment test. Events and circumstances we consider in performing the “step zero” qualitative assessment include macro-economic conditions, market and industry conditions, internal cost factors, share price fluctuations, and the operational stability and overall financial performance of the reporting units. If we conclude that it is more likely than not that a reporting unit's fair value is less than its carrying amount, we would perform the first step (“step one”) of the two-step impairment test and calculate the estimated fair value of the reporting unit by using discounted cash flow valuation models and by comparing our reporting units to guideline publicly-traded companies. These methods require estimates of our future revenues, profits, capital expenditures, working capital, and other relevant factors, as well as selecting appropriate guideline publicly-traded companies for each reporting unit. We estimate these amounts by evaluating historical trends, current budgets, operating plans, industry data, and other relevant factors. Alternatively, we may bypass the qualitative assessment described above for any reporting unit in any period and proceed directly to performing step one of the goodwill impairment test.

We performed a step one quantitative impairment test on the Software and Scores reporting units before and immediately following the change in reporting units. There was a substantial excess of fair value over carrying value for the reporting units and we determined goodwill was not impaired for any of our reporting units before or after the change for fiscal 2021. For fiscal 2019 and 2020, we performed a step zero qualitative analysis for our annual assessment of goodwill impairment. After evaluating and weighing all relevant events and circumstances, we concluded that it is not more likely than not that the fair value of any of our reporting units was less their carrying amounts. Consequently, we did not perform a step one quantitative analysis and determined goodwill was not impaired for any of our reporting units for fiscal 2019 and 2020.

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Our intangible assets that have finite useful lives and other long-lived assets are assessed for potential impairment when there is evidence that events and circumstances related to our financial performance and economic environment indicate the carrying amount of the assets may not be recoverable. When impairment indicators are identified, we test for impairment using undiscounted cash flows. If such tests indicate impairment, then we measure and record the impairment as the difference between the carrying value of the asset and the fair value of the asset. Significant management judgment is required in forecasting future operating results used in the preparation of the projected cash flows. Should different conditions prevail, material write downs of our intangible assets or other long-lived assets could occur. We review the estimated remaining useful lives of our acquired intangible assets at each reporting period. A reduction in our estimate of remaining useful lives, if any, could result in increased annual amortization expense in future periods. We did not recognize any impairment charges on intangible assets that have finite useful lives or other long-lived assets in fiscal 2021, 2020 and 2019.

As discussed above, while we believe that the assumptions and estimates utilized were appropriate based on the information available to management, different assumptions, judgments and estimates could materially affect our impairment assessments for our goodwill, acquired intangibles with finite lives and other long-lived assets. Historically, there have been no significant changes in our estimates or assumptions that would have had a material impact for our goodwill or intangible assets impairment assessment. We believe our projected operating results and cash flows would need to be significantly less favorable to have a material impact on our impairment assessment. However, based upon our historical experience with operations, we do not believe there is a reasonable likelihood of a significant change in our projections.

Share-Based Compensation

We measure share-based compensation cost at the grant date based on the fair value of the award and recognize it as expense, net of estimated forfeitures, over the vesting or service period, as applicable, of the stock award (generally three to four years). We use the Black-Scholes valuation model to determine the fair value of our stock options and a Monte Carlo valuation model to determine the fair value of our market share units. Our valuation models and generally accepted valuation techniques require us to make assumptions and to apply judgment to determine the fair value of our awards. These assumptions and judgments include estimating the volatility of our stock price, expected dividend yield, employee turnover rates and employee stock option exercise behaviors. Historically, there have been no material changes in our estimates or assumptions. We do not believe there is a reasonable likelihood there will be a material change in the future estimates or assumptions. See Note 16 to the accompanying consolidated financial statements for further discussion of our share-based employee benefit plans.

Income Taxes

We estimate our income taxes based on the various jurisdictions where we conduct business, which involves significant judgment in determining our income tax provision. We estimate our current tax liability using currently enacted tax rates and laws and assess temporary differences that result from differing treatments of certain items for tax and accounting purposes. These differences result in deferred tax assets and liabilities recorded on our balance sheet using the currently enacted tax rates and laws that will apply to taxable income for the years in which those tax assets are expected to be realized or settled. We then assess the likelihood our deferred tax assets will be realized and to the extent we believe realization is not more likely than not, we establish a valuation allowance. When we establish a valuation allowance or increase this allowance in an accounting period, we record a corresponding income tax expense in our consolidated statements of income and comprehensive income. In assessing the need for the valuation allowance, we consider future taxable income in the jurisdictions we operate; our ability to carry back tax attributes to prior years; an analysis of our deferred tax assets and the periods over which they will be realizable; and ongoing prudent and feasible tax planning strategies. An increase in the valuation allowance would have an adverse impact, which could be material, on our income tax provision and net income in the period in which we record the increase.

We recognize and measure benefits for uncertain tax positions using a two-step approach. The first step is to evaluate the tax position taken or expected to be taken in a tax return by determining if the technical merits of the tax position indicate it is more likely than not that the tax position will be sustained upon audit, including resolution of any related appeals or litigation processes. For tax positions more likely than not of being sustained upon audit, the second step is to measure the tax benefit as the largest amount more than 50% likely of being realized upon settlement. Significant judgment is required to evaluate uncertain tax positions and they are evaluated on a quarterly basis. Our evaluations are based upon a number of factors, including changes in facts or circumstances, changes in tax law, correspondence with tax authorities during the course of audits and effective settlement of audit issues. Changes in the recognition or measurement of uncertain tax positions could result in material increases or decreases in our income tax expense in the period in which we make the change, which could have a material impact on our effective tax rate and operating results.

A description of our accounting policies associated with tax-related contingencies and valuation allowances assumed as part of a business combination is provided under “Business Combinations” above.

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Contingencies and Litigation

We are subject to various proceedings, lawsuits and claims relating to products and services, technology, labor, stockholder and other matters. We are required to assess the likelihood of any adverse outcomes and the potential range of probable losses in these matters. If the potential loss is considered probable and the amount can be reasonably estimated, we accrue a liability for the estimated loss. If the potential loss is considered less than probable or the amount cannot be reasonably estimated, disclosure of the matter is considered. The amount of loss accrual or disclosure, if any, is determined after analysis of each matter, and is subject to adjustment if warranted by new developments or revised strategies. Due to uncertainties related to these matters, accruals or disclosures are based on the best information available at the time. Significant judgment is required in both the assessment of likelihood and in the determination of a range of potential losses. Revisions in the estimates of the potential liabilities could have a material impact on our consolidated financial position or consolidated results of operations. Historically, there have been no material changes in our estimates or assumptions. We do not believe there is a reasonable likelihood there will be a material change in the future estimates.

New Accounting Pronouncements

Recently Adopted Accounting Pronouncements

In August 2018, the Financial Accounting Standards Board (“FASB”) issued Accounting Standards Update (“ASU”) No. 2018-15, Intangibles—Goodwill and Other (Topic 350): Internal-Use Software (“ASU 2018-15”). ASU 2018-15 aligns the requirements for capitalizing implementation costs incurred in a cloud computing arrangement that is a service contract with the requirements for capitalizing implementation costs incurred to develop or obtain internal-use software. We adopted ASU 2018-15 in the first quarter of our fiscal 2021 and the adoption did not have a significant impact on our consolidated financial statements.

In June 2016, the FASB issued ASU No. 2016-13, Financial Instruments—Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments and subsequent amendments to the initial guidance: ASU 2018-19, ASU 2019-04, ASU 2019-05 and ASU 2019-11 (collectively, “Topic 326”). Topic 326 requires measurement and recognition of expected credit losses for financial assets held. We adopted Topic 326 in the first quarter of our fiscal 2021 and the adoption did not have a significant impact on our consolidated financial statements.

Recent Accounting Pronouncements Not Yet Adopted

We do not expect that any recently issued accounting pronouncements will have a significant effect on our financial statements.