[FDS] FactSet: Q4 Fiscal 2026 Earnings Preview, ASV Acceleration Meets a Record Comparison

FactSet is a financial data and analytics platform for the global investment community. Its revenue comes mainly from subscriptions to multi-asset-class data and solutions, and as of August 31, 2025 it served about 9,000 clients and more than 237,000 investment professionals[1]. The company is scheduled to hold its earnings call on 2026-09-30 to report the fourth quarter of fiscal 2026, ending August 31, 2026, together with full-year results[2]. In the most recently reported period, the third quarter of fiscal 2026 ended May 31, revenue was $622.9 million, up 6.4%, and organic ASV was $2,485.6 million, up 7.1%, with $35.4 million added in the quarter; GAAP operating margin was 26.7%, adjusted operating margin was 34.0%, adjusted diluted EPS was $4.53, up 6.1%, and free cash flow was $254.0 million, up 11.1%[3]. Management described it as the fifth consecutive quarter of accelerating organic ASV growth[4]. FactSet guides only for the full year: fiscal 2026 organic ASV growth of $130 million to $160 million, GAAP revenue of $2,450 million to $2,470 million, adjusted operating margin of 34.0% to 35.5% and adjusted diluted EPS of $17.25 to $17.75, all reaffirmed unchanged on July 1[5]. Management said revenue and EPS are tracking toward the high end of those ranges while margin targets the midpoint, and explained that it did not raise guidance because the closing timing of multiple large seven-figure deals over the following eight weeks could affect full-year results[4]. Subtracting the three reported quarters from the full-year ranges implies fourth-quarter revenue of $608.4 million to $628.4 million and adjusted EPS of $3.75 to $4.25[5]. Analyst consensus compiled by Drillr calls for fourth-quarter revenue of $629.7 million (10 analysts) and adjusted EPS of $4.354 (11 analysts), with full-year revenue of $2,470.8 million and EPS of $17.84, both slightly above the top of the company's guidance ranges[6]; the Drillr earnings calendar records fourth-quarter estimates of $4.348 in EPS and $630.1 million in revenue[2].

Three things in this FactSet Q4 fiscal 2026 earnings preview matter most. First is the fourth-quarter organic ASV addition and the year-end growth rate. Last year's fourth quarter alone added $81.8 million and closed the year at 5.7% growth[7]; management called it the largest quarter in company history and this year's hardest comparison, while also saying that bookings entering the fourth quarter were ahead of last year's pace and that more than 10% of third-quarter ASV growth came directly from AI products[4]. Whether year-end growth holds the third quarter's 7.1% sets the starting point for fiscal 2027 subscription revenue. Second is whether adjusted operating margin stops falling. Adjusted margin was 35.1% for the first nine months, and third-quarter GAAP operating income of $166.3 million carried $19.63 million of restructuring charges and $4.32 million of one-time CEO compensation[8]; working back from the guidance midpoint, the fourth quarter needs roughly 33.8%, exactly last year's fourth-quarter level[7]. Whether new one-time items appear and whether headcount stays flat will show if management's "invest first, harvest later" framing holds. Third is capital allocation. Nine-month buybacks of $506.0 million nearly matched free cash flow of $530.2 million over the same period[9], cash fell to $288.1 million[10], and another $80.0 million was drawn on the revolver after quarter-end[11]; the current repurchase authorization had $494.0 million remaining on May 31 and expires September 30[12], $500 million of notes mature on March 1, 2027[13], and on August 28 the company expanded its revolving facility to $1.5 billion[14]. The fourth-quarter report will show whether buybacks can keep supporting EPS without steadily pushing debt higher.

Company Background and Business Structure

FactSet was founded in 1978 and is headquartered in Norwalk, Connecticut. It supplies investment professionals with data, analytics and AI tools embedded in their workflows; its products include workstations, portfolio analytics and enterprise data solutions, it offers managed services that operate as an extension of client teams, and its CUSIP Global Services (CGS) business maintains the security master files the investment industry relies on. The company says revenue has grown for more than 45 consecutive years[1], and fiscal 2025 revenue was $2.32 billion[7]. Leadership turned over sharply within a year: in September 2025 Sanoke Viswanathan, formerly of JPMorgan, succeeded ten-year CEO Phil Snow[7]; on March 2, 2026 the company created a Chief AI Officer role for Kate Stepp and named Bob Stolte Chief Technology Officer[15]; and on April 13, 2026 former Envestnet CFO Joshua B. Warren succeeded Helen Shan as CFO[16]. FactSet spent $348.3 million of cash on acquisitions in fiscal 2025 and nothing on acquisitions in the first nine months of fiscal 2026[9]; the acquired businesses included the investor-relations platform Irwin[17] and the cloud-native trading system LiquidityBook.

The company reports three geographic segments: the Americas, EMEA and Asia Pacific. Of ASV of $2,484.3 million at May 31, 2026, the Americas accounted for $1,621.0 million (65%), EMEA for $608.1 million (24%) and Asia Pacific for $255.2 million (11%), with organic ASV growth of 7.2%, 5.6% and 10.0% respectively[18]; of third-quarter revenue of $622.9 million, the Americas contributed $407.2 million, EMEA $152.0 million and Asia Pacific $63.7 million[19]. Within each segment, sales are organized by client type: institutional buy side (asset managers, asset owners, hedge funds) is slightly less than half of total ASV and grew organic ASV 6% in the third quarter; wealth management is the fastest-growing client type at 10%; dealmakers (investment banks, sell-side research, corporates, private equity) are nearly 40% of clients but under 20% of ASV and grew 9%; and market infrastructure (data and technology platform partners, including CGS) grew 7%[4]. Split between buy side and sell side, buy-side clients are about 82% of organic ASV, and at fiscal 2025 year-end buy-side organic ASV grew 5.5% and sell-side 4.3%[20].

Clients subscribe annually. The company defines ASV as the forward twelve-month revenue from all subscription services currently being supplied, organic ASV excludes acquisitions and dispositions completed within the past twelve months and currency effects, and clients can add, delete or terminate services with contractually required notice[21]. Products span desktop and mobile workstations, data subscriptions and cloud delivery, APIs and AI-embedded workflow tools[1]; in the third quarter of fiscal 2026 the company's Model Context Protocol (MCP) server had more than 450 active clients, API call volume was 13 times the second quarter's level, and capital-markets intelligence agents for investment banking were in active trials at more than 30 of the top 100 banking clients[4]. Contract structure is changing too: most ASV renewed in the third quarter moved to flexible enterprise agreements of three years or longer, average contract term lengthened 30%, the company says it gave no pricing concession for that, and the agreements reserve provisions for new data sets and expanded volume tiers as clients adopt new consumption patterns[4].

The cost base is mostly people. Headcount was 12,694 at May 31, 2026, up 0.9% year over year, with 8,765 employees in Asia Pacific, 2,476 in the Americas and 1,453 in EMEA, and about 68% located in centers of excellence in India and the Philippines[22]; at fiscal 2024 year-end the functional split was 48% content operations, 27% technology and product development and 21% sales and client solutions[23]. The other major costs are third-party content and AI technology licenses: two data suppliers each accounted for more than 10% of fiscal 2025 content costs, some content suppliers are competitors or could be acquired by competitors, most content contracts can be terminated on one year's notice, and the company uses third-party AI technologies that it would have to replace or build itself if it could not renew them on commercially reasonable terms[24]. In the third quarter, technology expenses rose on cloud hosting, licensed software and AI token consumption, and intangible amortization rose on capitalized internal-use software[25].

Financial History and Current Position

By fiscal year, FactSet's revenue grew from $1,591 million in fiscal 2021 to $2,322 million in fiscal 2025, passing through $1,844 million in fiscal 2022, $2,086 million in fiscal 2023 and $2,203 million in fiscal 2024, with the fiscal 2022 step-up driven mainly by the March 2022 acquisition of CGS[26]. Over the same span operating income rose from $474 million to $748 million and net income from $400 million to $597 million; fiscal 2025 GAAP operating margin was 32.2% (31.8% in fiscal 2024) and diluted EPS was $15.55, up 11.8%[26]. Fiscal 2025 free cash flow was $617.5 million ($614.7 million in fiscal 2024), buybacks plus dividends totaled $460.4 million, and year-end headcount was 12,800[27].

The fiscal 2025 closing quarter left a high bar for this year. Organic ASV was $2,370.9 million at August 31, 2025, up 5.7% year over year, with $81.8 million added in the fourth quarter alone; fourth-quarter revenue was $596.9 million, up 6.2%, GAAP operating margin was 29.7%, adjusted operating margin was 33.8%, adjusted diluted EPS was $4.05 and free cash flow was $178.1 million[7]. Buy-side organic ASV grew 5.5% and sell-side 4.3% that year[20], annual ASV retention was above 95% and client retention was 91%[17].

Growth rose quarter by quarter through the first three quarters of fiscal 2026. Revenue was $607.6 million, $611.0 million and $622.9 million, up 6.9%, 7.1% and 6.4%, with organic growth of 6.0%, 6.8% and 7.0%[28][29][3]; period-end organic ASV was $2,389.6 million (+5.9%)[28], $2,449.1 million (+6.7%, with $38.0 million added in the quarter)[29] and $2,485.6 million (+7.1%, with $35.4 million added)[3]. Margins moved the other way: GAAP operating margin was 31.6%[28], 30.3% and 26.7%, adjusted operating margin was 35.0% in the second quarter (37.3% a year earlier)[29] and 34.0% in the third (36.8% a year earlier)[3], and nine-month adjusted margin was 35.1%[8].

The third-quarter profit structure deserves its own breakdown. GAAP operating income was $166.3 million, down 14.3%, and included $19.63 million of restructuring and severance, $4.32 million of one-time CEO compensation, $1.77 million of disposition and acquisition-related costs and $0.75 million of client bankruptcy charges; excluding those items and $18.98 million of intangible amortization, adjusted operating income was $211.8 million, down 1.7%, and adjusted net income of $163.8 million was flat against $163.9 million a year earlier[8]. Diluted weighted-average shares fell by about 2.2 million[30], which lifted adjusted diluted EPS to $4.53, up 6.1%, while GAAP EPS was $3.50, down 9.6%[3]. Interest expense was $13.84 million in the quarter and $40.29 million for nine months[8].

Cash flow and the balance sheet are where this year most needs cross-checking. Nine-month operating cash flow was $617.5 million, capital expenditure $87.3 million and free cash flow $530.2 million; buybacks over the same period were $506.0 million ($193.8 million a year earlier), dividends $122.7 million, and deferred revenue rose $15.03 million from the start of the year[9]. Third-quarter operating cash flow was $284.5 million and free cash flow $254.0 million[10]; the company repurchased 926,370 shares for $203.1 million at an average price of $219.21, leaving $494.0 million of authorization[12]. Cash was $288.1 million at May 31, 2026[10], below $356.4 million at May 31, 2025[9]; debt comprised a $375.0 million term loan and $20.0 million drawn on the revolver, with another $80.0 million drawn after quarter-end[11], plus $500 million of 2.900% notes due March 1, 2027 and $500 million of 3.450% notes due March 1, 2032[13]. On August 28 the company amended its credit agreement, extending the term loan to August 28, 2029, enlarging the revolver to $1.5 billion and extending it to August 28, 2031, and removing the term loan's amortization requirement[14]. Full-year guidance, raised on March 31 and reaffirmed on July 1, calls for organic ASV growth of $130 million to $160 million (previously $100 million to $150 million), revenue of $2,450 million to $2,470 million, GAAP operating margin of 29.5% to 31.0%, adjusted margin of 34.0% to 35.5%, GAAP EPS of $14.85 to $15.35 and adjusted EPS of $17.25 to $17.75[31][5].

Operating Model

Revenue is almost entirely subscription revenue, booked first as ASV and then recognized over the following twelve months[21]. ASV growth has three parts: net additions from existing clients (workstation seats, data solutions, middle-office and trading modules, AI SKUs), the once-a-year price increase, and new clients, less cancellations by existing clients; in the third quarter the organic ASV increase came mainly from data solutions and workstations, with higher net sales to existing clients contributing more than sales to new clients[32]. On the second-quarter call, management said the fiscal 2026 annual price increase in the Americas contributed more than in prior years and that data solutions grew by double digits across all client types[33]. Third-quarter GAAP revenue of $622.9 million equals 7.0% organic growth less a 0.6% drag from a business disposition[34]. AI is changing both ends of this chain: more than 10% of third-quarter ASV growth came directly from AI SKUs, one top-10 global bank doubled its data subscription, a top hedge fund raised its spend six-fold because of MCP access, and more than 20% of the top 100 clients now use MCP on a paid basis; at the same time, new enterprise agreements pair a fixed base subscription of three years or more with usage-based AI uplifts, and management acknowledged that this increases uncertainty in near-term revenue forecasting[4].

Operating income equals revenue less cost of services less selling, general and administrative expense. Cost of services consists mainly of content-operations and technology staff compensation, third-party content fees, CGS royalties, cloud hosting and licensed software, and amortization of capitalized software[25][24]. Quarterly margin swings come mostly from people: third-quarter GAAP operating margin was 26.7% (33.2% a year earlier), and the 10-Q attributed the decline to higher employee compensation, including restructuring charges to drive organizational efficiency, the one-time equity and cash awards granted to the CEO under his employment agreement and recognized over their service periods, and variable compensation accrued against financial targets[34][25]. Offsetting those investments are structural AI savings: 27% of committed code in the third quarter was authored by AI and the technology workforce shrank about 10%; manual operator touch time in data extraction fell by more than half and the Fundamentals team shrank 5%[4]; on the second-quarter call management said more than half of a 100-basis-point productivity target had already been captured[33]. Third-quarter adjusted net income of $163.8 million was flat year over year, and the 6.1% rise in adjusted EPS came entirely from the lower share count[8][3], the single most important distinction in this year's profit model.

Free cash flow equals operating cash flow less purchases of property, equipment and capitalized internal-use software[35]. Subscription prepayment and high retention keep operating cash flow steady: fiscal 2025 free cash flow was $617.5 million[27], and in the first nine months of fiscal 2026 operating cash flow was $617.5 million, capital expenditure $87.3 million and free cash flow $530.2 million, with deferred revenue up $15.03 million from the start of the year[9]. Cash goes, in order, to dividends ($122.7 million over nine months), buybacks ($506.0 million over nine months, far above $193.8 million a year earlier), acquisitions ($348.3 million in the first nine months of fiscal 2025, zero in the first nine months of fiscal 2026) and debt service[9]; CFO Helen Shan described the larger buyback in the second-quarter release as capitalizing on opportunities to enhance shareholder value[36]. Buybacks beyond free cash flow are funded from cash and the revolver: the company borrowed $95.0 million and repaid $75.0 million over nine months[9] and drew another $80.0 million after quarter-end[11]; debt principal totaled $1,395 million at May 31, including the $500 million of notes due March 1, 2027[11][13], and the August 28 credit amendment left room for both the notes maturity and continued buybacks[14].

This model has several boundaries that need stating. Client-type ASV growth rates and the AI-SKU share of ASV growth are disclosed only verbally on earnings calls, without dollar amounts, and do not appear in the 10-Q[4]; the company does not break out ASV by product line such as workstations, data solutions or middle office, so "double-digit growth in data solutions" cannot be quantified[33]; AI tokens, cloud hosting and licensed software have no separate dollar figures within technology expense, so the margin pressure from AI investment can only be observed indirectly through year-over-year changes in adjusted margin[25]; and AI-driven staff reductions carry no corresponding headcount or dollar figures, leaving total headcount and restructuring charges as the only proxies[22][8].

Industry and Competitive Position

FactSet operates in financial information services. The competitors it names as largest are Bloomberg, S&P Market Intelligence and the London Stock Exchange Group's Data & Analytics (formerly Refinitiv), followed by BlackRock Aladdin, MSCI and Morningstar among others. Its differentiation lies in connected multi-asset data, analytics and service embedded in client workflows, and the stickiness of hosting large volumes of clients' own portfolio data; the company believes replicating its data breadth involves high barriers to entry[1].

By the numbers it is a mid-speed grower within the industry. Organic ASV growth recovered from 5.9% in the first quarter of fiscal 2026 to 7.1% in the third[28][32], having been 5.7% at August 31, 2025[7]; annual ASV retention has long stayed above 95% and client retention sits between 90% and 91%[17][37]. At the end of the third quarter the company had 9,130 clients and 247,766 users[30], and in the second quarter it added 98 net new clients with user growth driven mainly by wealth management and dealmakers[38].

The new variable in fiscal 2026 is AI. The 10-K says the company's AI roadmap is generating usage, demand and commercial transactions, and that it delivers AI-embedded workflow solutions for research analysts, bankers, portfolio managers, wealth advisors and engineering teams[39]; management said more than 10% of third-quarter ASV growth came directly from AI SKUs, more than 90% of the top 50 clients use four or more FactSet AI products, ASV growth among AI-using clients is 50% higher than among non-AI clients, and it announced a partnership with Google Cloud[4], following earlier partnerships with Snowflake, Databricks and Anthropic[33]. The other side of the risk also comes from AI: the 10-K acknowledges that third parties may use AI to create technology that reduces demand for its products[40], and management acknowledges that the shift in client consumption toward usage-based pricing increases near-term revenue forecasting uncertainty and that AI token spending is a new cost compressing margins[4].

Core Debates

Can FactSet keep its ASV acceleration going into fiscal year-end against last year's record fourth quarter?

ASV is the leading indicator for all of FactSet's subscription revenue; quarter-end ASV is essentially the next twelve months of revenue[21]. Organic ASV growth has accelerated for five consecutive quarters to 7.1%, the change the market has valued most since the new CEO arrived, and the starting point for whether fiscal 2027 revenue can grow faster than fiscal 2026[4]. The fourth quarter is the largest ASV quarter of the year, and last year's alone added $81.8 million[7]; management says fourth-quarter bookings are ahead of last year and AI is a clear tailwind, yet it kept full-year guidance at a level implying year-end growth of 5.4% to 6.7%[4][31].

The third-quarter evidence leans positive. Organic ASV was $2,485.6 million, up 7.1%, with $35.4 million added in the quarter[3], and all three regions accelerated together (Americas 7.2%, EMEA 5.6%, Asia Pacific 10.0%)[18]; by client type, wealth grew 10%, dealmakers 9%, market infrastructure 7% and institutional buy side 6%[4]. The increase came mainly from data solutions and workstations, with net sales to existing clients exceeding sales to new clients[32]. Management said every major client win in the quarter was an expansion of an existing relationship, more than 10% of ASV growth came directly from AI SKUs, most renewed ASV moved to enterprise agreements of three years or more with average term lengthened 30%, and no pricing was conceded for it[4]. The retention signal is slightly weaker: ASV retention remains above 95%, but client retention slipped from 91% in February[38] to 90% in May[37].

Two readings coexist. The optimistic one holds that AI products are driving expansion among existing clients, that acceleration will continue, that the fourth-quarter addition will at least match last year's, and that full-year guidance simply reflects new management's conservative habit. The cautious one points out that last year's $81.8 million base itself contained large deals[7], that the closing timing of this year's multiple seven-figure contracts is uncertain[4], that lengthening contract terms by 30% may itself be an implicit concession to lock in clients, and that the one-point slip in client retention is an early sign[37]. Four things to check in the fourth-quarter report: whether the quarterly organic ASV addition is at least $70 million and year-end growth holds 7.0%; whether ASV retention stays above 95% and client retention returns to 90% or better; whether management keeps quantifying the AI-SKU contribution to ASV growth, and what growth the first fiscal 2027 guidance implies; and whether wealth, institutional buy side and dealmakers all hold their growth rates at once. If the quarterly addition falls below $55 million or year-end growth below 6.0%, or if retention slips or management admits it discounted price to lengthen contracts, the "acceleration continues" reading is falsified.

Can AI-driven headcount cuts and automation outrun the margin drag from AI compute, new-CEO pay and restructuring charges?

FactSet's growth is accelerating while its margins fall: over three quarters GAAP operating margin dropped from 31.6% to 26.7%[28][3], and adjusted margin fell from 36.8% a year earlier to 34.0%[3]. Investors value the narrative that AI makes a data company worth more, but only if AI's savings cover AI's costs. New management's answer is invest first, harvest later: one-time compensation and restructuring belong to this year, and margins should improve over coming quarters as productivity initiatives deliver operating leverage and this year's temporary one-time investments fade in fiscal 2027[4]. The fourth-quarter report is the last test of this fiscal year; it determines which end of the 34.0% to 35.5% range full-year adjusted margin lands in[5] and sets the starting point for fiscal 2027 guidance.

Third-quarter GAAP operating income was $166.3 million, down 14.3%, and the 10-Q attributed the decline to employee compensation: $19.63 million of restructuring charges to drive organizational efficiency, $4.32 million of one-time CEO equity and cash awards recognized under his employment agreement, and variable compensation accrued against financial targets; technology expense rose on cloud hosting, licensed software and AI token consumption, and amortization rose on capitalized software[8][25]. Adjusted operating income was $211.8 million (34.0%), down 1.7%[8], and the call noted a further 60-basis-point drag from FX hedging[4]. The cost-saving evidence is just as specific: 27% of committed code is AI-authored and the technology workforce shrank about 10%, manual touch time in data extraction fell by more than half and the Fundamentals team shrank 5%[4], and the second-quarter call said more than half of the 100-basis-point productivity target had been captured[33]; headcount of 12,694 rose only 0.9% year over year[22] while revenue grew 6.4%[3]. Full-year guidance keeps adjusted margin at 34.0% to 35.5% with the midpoint as the target[5][4], and from the nine-month 35.1%[8] the fourth quarter needs roughly 33.8%, exactly last year's fourth-quarter level[7].

Two readings coexist here as well. Optimists see the third quarter as the expense peak, expect restructuring savings to show up in the fourth quarter and margin to bottom; skeptics note that the $19.63 million of restructuring already exceeds the $10 million to $12 million full-year budget for discrete items in the March guidance[8][31], that management is still reviewing the product portfolio against hurdle rates and may discontinue more non-strategic products, so "one-time" may recur, and that AI token spending will keep growing with MCP call volume, which was 13 times the prior quarter[4]. The fourth-quarter report should show: whether adjusted operating margin is at least 33.8% and the full year lands above the 34.75% midpoint; whether there are new restructuring or product-discontinuation charges and whether GAAP margin returns above 29.5%; whether headcount stays at or below the fiscal 2025 year-end level of 12,800[27] and whether AI tokens remain a rising item in the technology-expense attribution; and whether the first fiscal 2027 margin guidance delivers on the "improves once one-time investment fades" claim. If fourth-quarter adjusted margin falls below 32.5% or full-year guidance is cut, or if a new restructuring charge above $10 million appears or headcount rises more than 2% year over year, the "invest first, harvest later" reading is falsified.

How long can buyback-driven EPS growth last between free cash flow, revolver draws and the 2027 notes maturity?

FactSet's fiscal 2026 EPS growth has a structure that is easy to miss: third-quarter adjusted net income was flat year over year[8], diluted shares fell by about 2.2 million[30], and adjusted EPS nonetheless rose 6.1%, with the entire difference coming from buybacks cutting the share count by roughly 6%[3]. Nine-month buybacks of $506.0 million nearly equaled free cash flow of $530.2 million, and with $122.7 million of dividends on top, the company covered the gap by drawing down cash and the revolver[9]. The $500 million of notes mature on March 1, 2027[13], the current repurchase authorization had $494.0 million remaining on May 31 and expires September 30[12], and on August 28 the company enlarged its revolver to $1.5 billion[14]. The fourth-quarter report closes out this year's cash flow and is the usual venue for a new authorization and refinancing plans; it decides whether fiscal 2027 EPS can keep leaning on a shrinking share count.

Cash generation itself is solid: third-quarter operating cash flow was $284.5 million (+12.1%) and free cash flow $254.0 million (+11.1%)[3], nine-month free cash flow was $530.2 million[9], already close to fiscal 2025's full-year $617.5 million[27]; deferred revenue rose $15.03 million from the start of the year, so the subscription prepayment model is unchanged[9]. The allocation is more aggressive: nine-month buybacks were $506.0 million ($193.8 million a year earlier)[9], the third quarter alone bought 926,370 shares for $203.1 million at an average $219.21[12], and against last year's fourth-quarter average of $410.51 the same money buys nearly twice as many shares[27]; the CFO said in the second quarter that the larger buyback was about capitalizing on opportunities to enhance shareholder value[36]. The funding gap shows on the balance sheet: cash fell to $288.1 million[10], the company borrowed $95.0 million and repaid $75.0 million over nine months[9] and drew another $80.0 million on the revolver after quarter-end[11]; debt principal was $1,395 million at May 31, and the $500 million of notes due March 1, 2027 have entered the twelve-month maturity window[11][13]. The August 28 credit amendment extended the term loan to 2029, enlarged the revolver to $1.5 billion and extended it to 2031, and removed term-loan amortization, leaving room for both the notes maturity and continued buybacks[14].

Two readings. The optimistic one notes that the shares have fallen from a 52-week high of $453.41 to around $243[41] and sees a company using cheap revolver borrowing to buy cheap stock as rational capital allocation; the cautious one holds that when adjusted net income is not growing, EPS growth depends entirely on buybacks, buybacks depend on borrowing, and if margins do not recover or rates rise, the notes refinancing will break this loop in fiscal 2027 through higher interest cost, with third-quarter interest expense of $13.84 million and nine-month interest expense of $40.29 million as the current base[8]. The fourth-quarter report should show: whether fourth-quarter free cash flow is at least last year's $178.1 million[7] and the full year exceeds $700 million; the buyback amount and average price, and whether period-end cash and debt principal show new net borrowing; whether the board announces a fiscal 2027 repurchase authorization and how management plans to handle the $500 million of notes due March 2027; and whether fourth-quarter adjusted net income returns to year-over-year growth or EPS growth still comes only from a lower share count. If fourth-quarter free cash flow falls below $150 million, buybacks fall below $100 million with no new authorization, or period-end debt principal exceeds $1.6 billion or the notes refinancing pushes fiscal 2027 interest expense higher, the "buybacks are sustainable" reading is falsified.

Risks and Falsifiers

AI could erode demand for seat-based subscriptions and change pricing at the same time. The 10-K acknowledges that third parties can use AI to build technology that reduces demand for FactSet's products[40]; management acknowledges that the shift in client consumption toward usage-based pricing raises near-term revenue forecasting uncertainty, and if three-year-plus contracts lock in terms that sit badly with future AI pricing models, bargaining room at renewal shrinks[4]. The exposed line is ASV itself: buy-side clients are about 82% of organic ASV[20], workstations are one of the main sources of ASV growth[32], and annual ASV retention is above 95%[37]; if it dropped below 95%, each percentage point on $2,485.6 million of ASV is roughly $25 million of annualized revenue. The falsifier is a fourth-quarter report in which ASV retention stays above 95%, client retention is at least 90%, and management continues to disclose faster ASV growth among AI clients than non-AI clients.

Bargaining power of third-party content and AI model suppliers is the second risk. Two data suppliers each accounted for more than 10% of fiscal 2025 content costs, some content suppliers are competitors or could be acquired by competitors, most content contracts can be terminated on one year's notice, and the third-party AI technologies the company uses would have to be replaced or built in-house if they could not be renewed on commercially reasonable terms[24]; the CGS business maintains security master files the whole industry relies on[1]. Content costs, royalties and technology expenses all sit in cost of services, and third-quarter technology expense already rose on cloud hosting, licensed software and AI tokens[25]. The falsifier is a fiscal 2026 10-K whose risk factors and cost discussion add no new language about content-supplier termination, restriction or sharp price increases, and a cost-of-services ratio that does not rise because of content and licensing fees.

Leadership turnover layered on organizational restructuring is the third risk. Within a year the company replaced its CEO[7] and CFO[16], replaced its CTO and created a Chief AI Officer role[15], while shrinking product lines that miss hurdle-rate returns and restructuring the organization[4]; new management's "intentional conservatism" in guidance and its definition of one-time investment have no track record to check against, and product discontinuations could bring additional cancellations or impairments. Fiscal 2026 guidance budgets $25 million of one-time CEO compensation and $10 million to $12 million of discrete items[31], and the third quarter's actual restructuring charge of $19.63 million already exceeds that full-year discrete-item budget[8]; any further restructuring or product-discontinuation charge in the fourth quarter would pressure the 29.5% low end of the GAAP margin guidance[5]. The falsifier is fourth-quarter non-recurring items totaling under $5 million, GAAP operating margin of at least 29.5%, and no new executive change or product-discontinuation announcement.

Large-deal timing pushing ASV into the first quarter of fiscal 2027 is the fourth risk. Management has already cited the closing timing of multiple seven-figure deals within eight weeks as its reason for not raising guidance[4]; if those contracts slip into the next fiscal year, the fourth-quarter addition would fall well short of last year's $81.8 million[7], year-end growth would settle back toward the 5.4% to 6.7% implied by guidance[31], and the market would rewrite the consecutive-acceleration narrative as "driven by one-off large deals". By the definition of ASV, every $10 million less of organic ASV growth is about $10 million less revenue over the following twelve months[21]; every percentage point lower in year-end growth lowers the fiscal 2027 revenue starting point by about $25 million, and analysts' consensus of $642.9 million of revenue for the first quarter of fiscal 2027 is built on continued acceleration[6]. The falsifier is a fourth-quarter organic ASV addition of at least $70 million with year-end growth of at least 7.0%.

AI investment outrunning revenue while savings arrive slowly is the fifth risk. Spending on AI tokens, cloud hosting and licensed software grows with usage[25], MCP call volume was 13 times the prior quarter[4], and restructuring savings take several quarters to show fully, so adjusted margin could stay near 34% in fiscal 2027 rather than recover. Each percentage point of adjusted margin on roughly $2,460 million of annual revenue is about $25 million of operating income and about $0.55 of EPS; the fiscal 2026 guidance range of 34.0% to 35.5% corresponds to adjusted operating income of $840 million to $870 million[31]. The falsifier is fourth-quarter adjusted operating margin of at least 33.8%, a full year of at least 34.75%, and a fiscal 2027 guidance midpoint above fiscal 2026's.

Buybacks financed by borrowing and notes dependent on refinancing are the sixth risk. Buybacks beyond free cash flow continue to be funded on the revolver[11], the $500 million of notes maturing in March 2027 carry a 2.900% coupon[13], and if they are refinanced at a higher rate, rising interest expense and slower share shrinkage would arrive together, removing the buyback pillar from fiscal 2027 EPS growth. Interest expense was $13.84 million in the third quarter and $40.29 million over nine months[8]; every 100 basis points on $500 million of notes is about $5 million of annual interest; and every $100 million less of buybacks, at the third quarter's $219.21 average repurchase price, is about 450,000 fewer shares retired[12], roughly 1.2% of the diluted share count. The falsifier is fourth-quarter buybacks between $150 million and $250 million, period-end debt principal of no more than $1.5 billion, a new board authorization, and management explaining its plan for the notes refinancing[14].

What to Watch Next

The three debates compress into numbers that can be checked directly against the September 30 report and the subsequent 10-K.

• ASV closing quarter, quarterly organic ASV addition and year-end growth: baseline is last year's fourth-quarter addition of $81.8 million and 7.1% growth at 2026-05-31; watch the quarterly addition, year-end growth and whether wealth, institutional buy side and dealmakers all hold; at least $70 million and at least 7.0% confirms, below $55 million or below 6.0% falsifies.
• ASV closing quarter, ASV retention and client retention: baseline is above 95% and 90% (91% in February); watch whether client retention returns above 90%; a further slip, or an admission that price was conceded for longer contracts, falsifies.
• ASV closing quarter, AI-SKU share of ASV growth and the first fiscal 2027 ASV guidance: baseline is more than 10% on the third-quarter call; watch whether management keeps quantifying it and what growth the guidance implies; ceasing disclosure or implied growth below 6.0% weakens the reading.
• Margin, fourth-quarter adjusted operating margin: baseline is 33.8% in last year's fourth quarter and 35.1% for nine months; watch whether the full year lands above the 34.75% midpoint; at least 33.8% confirms, below 32.5% or a guidance cut falsifies.
• Margin, non-recurring items and GAAP margin: baseline is $19.63 million of restructuring plus $4.32 million of CEO compensation in the third quarter and 29.7% GAAP margin in last year's fourth quarter; watch for further restructuring or product-discontinuation charges; non-recurring items under $5 million with GAAP margin of at least 29.5% confirms, a new restructuring charge of $10 million or more falsifies.
• Margin, period-end headcount: baseline is 12,694 at 2026-05-31; watch whether it stays at or below 12,800; a year-over-year rise above 2% falsifies.
• Cash and buybacks, fourth-quarter free cash flow: baseline is $178.1 million in last year's fourth quarter; watch whether the full year exceeds $700 million; at least $178.1 million confirms, below $150 million falsifies.
• Cash and buybacks, buyback amount, average price and period-end debt principal: baseline is $203.1 million at an average $219.21 in the third quarter and $1,395 million of debt principal; watch whether period-end cash and debt show new net borrowing; buybacks of $150 million to $250 million with debt of no more than $1.5 billion confirms, debt above $1.6 billion falsifies.
• Cash and buybacks, new repurchase authorization and the 2027 notes plan: baseline is $494.0 million of remaining authorization expiring September 30 and $500 million of notes due 2027-03-01; watch whether the board announces a new authorization and how management plans the refinancing; no new authorization with buybacks below $100 million falsifies.

Conclusion

FactSet's business runs on annual subscriptions, and quarter-end organic ASV sets the following twelve months of revenue; that chain worked well in the third quarter of fiscal 2026, with organic ASV of $2,485.6 million, up 7.1%, revenue of $622.9 million and free cash flow of $254.0 million[3]. But profit and capital allocation are under pressure at the same time: GAAP operating margin fell to 26.7%, adjusted net income was flat year over year, and the 6.1% rise in adjusted EPS came entirely from a lower share count[8]; nine-month buybacks of $506.0 million almost equaled free cash flow[9], cash fell to $288.1 million[10], and another $80.0 million was drawn on the revolver after quarter-end[11]. The September 30 report has to answer on three relationships: whether ASV acceleration can clear last year's record $81.8 million base[7], whether AI savings can begin to outweigh AI investment and one-time charges, and whether buybacks can continue without steadily adding leverage.

Only two independent, verbatim-verifiable assessments were published after the results, both on July 1. Investing.com framed the third quarter as "AI adoption fuels ASV acceleration", recording adjusted EPS of $4.53 against analyst expectations of $4.45, more than 10% of ASV growth tied directly to AI products, AI clients growing ASV 50% faster than non-AI clients, and attributing the 280-basis-point decline in adjusted margin to performance incentives, technology investment and FX hedging costs; it noted the shares rose 5.69% that day to $243.18 while remaining well below the 52-week high of $453.41[41]. GuruFocus's call highlights set positives and negatives side by side: on the positive side, ASV growth of 7.1%, free cash flow up 11% to $254 million and a 27th consecutive year of dividend increases; on the negative side, a 300-basis-point drop in adjusted margin, a 60-basis-point FX hedging drag, guidance "reaffirmed without increase despite strong ASV growth", and the lock-in risk that "long-term contracts may not align with future monetization model evolution"[42]. The two pieces do not disagree on the facts of ASV acceleration and margin pressure; they differ in emphasis. Investing.com stresses early success in AI adoption, while GuruFocus holds that margin pressure from strategic investment tempers enthusiasm and separately flags the long-contract lock-in risk, which maps onto the cautious readings of the first and second debates above. Both mainly relay the results and contain no independent numeric projections; they are outside interpretations of the same material, not new evidence.

The combination of observations to watch is clear. If the fourth-quarter organic ASV addition is at least $70 million and year-end growth holds 7.0%, adjusted operating margin is at least 33.8% with fourth-quarter non-recurring items under $5 million, free cash flow is at least $178.1 million, and the board announces a new authorization and explains the plan for the 2027 notes, the current understanding is materially strengthened. Conversely, if the quarterly addition falls below $55 million or growth drops under 6.0%, adjusted margin falls below 32.5% or another restructuring charge above $10 million appears, and buybacks keep relying on borrowing with period-end debt principal above $1.6 billion, then "AI-driven acceleration" would have to be rewritten as "a year built on deal timing plus buybacks". Both sets of numbers will appear in the September 30 report and the subsequent 10-K[2], and until then the current understanding stays open.

Sources

[1] FDS 10-K filed 2025-10-22 · business overview and client base · 2025-10-22 · 10-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828025045769/

[2] Drillr earnings calendar (updated 2026-09-22) · FDS 2026-09-30 call and Q4 FY26 estimates · 2026-09-22 · Drillr earning_call_calendar · https://gateway.drillr.ai/mcp/private

[3] FDS 8-K filed 2026-07-01 · Q3 FY2026 highlights · 2026-07-01 · 8-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828026046338/fdsq32026earningsrelease.htm

[4] FDS 3Q26 earnings call 2026-07-01 · Drillr structured summary · 2026-07-01 · earnings_call · https://gateway.drillr.ai/mcp/private

[5] FDS 8-K filed 2026-07-01 · reaffirmed fiscal 2026 guidance · 2026-07-01 · 8-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828026046338/fdsq32026earningsrelease.htm

[6] Drillr analyst_financial_estimates · FDS quarter ending 2026-08-31 and fiscal 2026 · 2026-09-22 · Drillr analyst_financial_estimates · https://gateway.drillr.ai/mcp/private

[7] FDS fiscal 2025 results release 2025-09-18 · Q4 FY2025 highlights · 2025-09-18 · annual_report · https://www.sec.gov/Archives/edgar/data/1013237/000101323725000084/fdsq42025earningsrelease.htm

[8] FDS 10-Q filed 2026-07-01 · Q3 non-GAAP reconciliation · 2026-07-01 · 10-Q · https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001013237&type=10-Q&dateb=&owner=include&count=10

[9] FDS 8-K filed 2026-07-01 · nine-month cash flow statement · 2026-07-01 · 8-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828026046338/fdsq32026earningsrelease.htm

[10] FDS 8-K filed 2026-07-01 · balance sheet and free cash flow at May 31, 2026 · 2026-07-01 · 8-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828026046338/fdsq32026earningsrelease.htm

[11] FDS 10-Q filed 2026-07-01 · 2025 credit agreement borrowings · 2026-07-01 · 10-Q · https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001013237&type=10-Q&dateb=&owner=include&count=10

[12] FDS 8-K filed 2026-07-01 · Q3 share repurchase and remaining authorization · 2026-07-01 · 8-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828026046338/fdsq32026earningsrelease.htm

[13] FDS 10-K filed 2025-10-22 · senior notes (note text identical to the 10-Q filed 2025-01-08) · 2025-10-22 · 10-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828025045769/

[14] FDS 8-K filed 2026-08-31 · credit agreement amendment · 2026-08-31 · 8-K · https://www.sec.gov/Archives/edgar/data/0001013237/000095015726000966/form8-k.htm

[15] FDS 8-K filed 2026-03-04 · chief AI officer and chief technology officer appointments · 2026-03-04 · 8-K · https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001013237&type=8-K&dateb=&owner=include&count=40

[16] FDS 8-K filed 2026-04-08 · chief financial officer transition · 2026-04-08 · 8-K · https://www.sec.gov/Archives/edgar/data/1013237/000095010326005447/dp244995_ex9901.htm

[17] FDS 10-K filed 2025-10-22 · client and user additions and retention · 2025-10-22 · 10-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828025045769/

[18] FDS 10-Q filed 2026-07-01 · segment ASV at May 31, 2026 · 2026-07-01 · 10-Q · https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001013237&type=10-Q&dateb=&owner=include&count=10

[19] FDS 8-K filed 2026-07-01 · segment ASV and revenue table · 2026-07-01 · 8-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828026046338/fdsq32026earningsrelease.htm

[20] FDS 10-K filed 2025-10-22 · buy-side and sell-side organic ASV growth · 2025-10-22 · 10-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828025045769/

[21] FDS 10-K filed 2025-10-22 · ASV definition · 2025-10-22 · 10-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828025045769/

[22] FDS 10-Q filed 2026-07-01 · employee headcount · 2026-07-01 · 10-Q · https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001013237&type=10-Q&dateb=&owner=include&count=10

[23] FDS 10-K filed 2024-10-29 · human capital and centers of excellence · 2024-10-29 · 10-K · https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001013237&type=10-K&dateb=&owner=include&count=10

[24] FDS 10-K filed 2025-10-22 · third-party content supplier risk · 2025-10-22 · 10-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828025045769/

[25] FDS 10-Q filed 2026-07-01 · Q3 operating income by segment and cost drivers · 2026-07-01 · 10-Q · https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001013237&type=10-Q&dateb=&owner=include&count=10

[26] FDS 10-K filed 2025-10-22 · fiscal 2025 quarterly GAAP results (Drillr financial_statements) · 2025-10-22 · 10-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828025045769/

[27] FDS fiscal 2025 results release 2025-09-18 · fiscal 2025 cash return and headcount · 2025-09-18 · annual_report · https://www.sec.gov/Archives/edgar/data/1013237/000101323725000084/fdsq42025earningsrelease.htm

[28] FDS 10-Q filed 2026-01-05 · fiscal 2026 first quarter in review · 2026-01-05 · 10-Q · https://www.sec.gov/Archives/edgar/data/1013237/000162828026000223/

[29] FDS 8-K filed 2026-03-31 · Q2 FY2026 highlights · 2026-03-31 · 8-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828026022203/

[30] FDS 10-Q filed 2026-07-01 · net income, capital return, clients, users and headcount · 2026-07-01 · 10-Q · https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001013237&type=10-Q&dateb=&owner=include&count=10

[31] FDS 8-K filed 2026-03-31 · updated fiscal 2026 guidance table · 2026-03-31 · 8-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828026022203/

[32] FDS 10-Q filed 2026-07-01 · organic ASV table at May 31, 2026 · 2026-07-01 · 10-Q · https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001013237&type=10-Q&dateb=&owner=include&count=10

[33] FDS 2Q26 earnings call 2026-03-31 · Drillr structured summary · 2026-03-31 · earnings_call · https://gateway.drillr.ai/mcp/private

[34] FDS 10-Q filed 2026-07-01 · fiscal 2026 third quarter in review · 2026-07-01 · 10-Q · https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001013237&type=10-Q&dateb=&owner=include&count=10

[35] FDS 10-Q filed 2026-07-01 · free cash flow definition · 2026-07-01 · 10-Q · https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001013237&type=10-Q&dateb=&owner=include&count=10

[36] FDS 8-K filed 2026-03-31 · CFO comment on buybacks and AI · 2026-03-31 · 8-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828026022203/

[37] FDS 10-Q filed 2026-07-01 · client and user additions and retention · 2026-07-01 · 10-Q · https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001013237&type=10-Q&dateb=&owner=include&count=10

[38] FDS 8-K filed 2026-03-31 · Q2 operational highlights · 2026-03-31 · 8-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828026022203/

[39] FDS 10-K filed 2025-10-22 · innovating with AI · 2025-10-22 · 10-K · https://www.sec.gov/Archives/edgar/data/1013237/000162828025045769/

[40] FDS 10-K filed 2024-10-29 · AI risk factor · 2024-10-29 · 10-K · https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001013237&type=10-K&dateb=&owner=include&count=10

[41] Investing.com 2026-07-01 · FactSet Q3 FY26 slides: AI adoption fuels 7.1% ASV growth · 2026-07-01 · Investing.com · https://www.investing.com/news/company-news/factset-q3-fy26-slides-ai-adoption-fuels-71-asv-growth-93CH-4770815

[42] GuruFocus News 2026-07-01 · FactSet Research Systems Inc (FDS) Q3 2026 Earnings Call Highlights · 2026-07-01 · GuruFocus News · https://finance.yahoo.com/markets/stocks/articles/factset-research-systems-inc-fds-210048881.html