FactSet Research Systems Inc (FDS)

Investment Committee Summary

Investment Thesis

At $287 on 10 October 2026, roughly 15 times forward earnings, the market prices FactSet as a decelerating subscription business at a persistent discount to its data-and-index peers. Spot embeds mid-single-digit annual-subscription-value growth and no re-rating. The engine agrees the base is mid-cycle — continued recurring growth on a segment operating margin of 28% (reported GAAP, TTM to Aug 2026) against net debt of ~$1.3B — but the triangulation splits: the capital-spending-bridge discounted-cash-flow anchor sits close to the earnings-based view while the peer forward-multiple anchor implies far more, so the probability-weighted target of $233 and the triangulated fair value of $237 lean on the conservative anchors rather than on the peer gap. That gap is a datum, not a conclusion; it reflects lower cyclicality and slower growth than the exchanges, and we do not close it. With the shares trading rich to spot at -17% the rating is SELL, because the price sits above the earnings-anchored fair value while the multiple drives the bulk of Monte Carlo variance. The single most damaging risk is structural: generative-search and low-cost data feeds displacing the buy-side workstation, compressing subscription growth and the multiple together.

Narrative drafted 2026-08-16 by claude-opus-5 under supervision; reviewed by Marinus 2026-08-16.

The dashboard below is the whole argument on one page: spot ($287) against each valuation anchor, the scenario tree, technicals and the options-implied move.

Anti-Thesis (The Real Bear Case)

The highest-probability bear is not a crash but a grind. Buy-side budgets are the binding constraint, and consolidation among asset managers plus in-house and open-source data tooling erode both seat counts and pricing power. In the recession leg, annual subscription value stalls to zero growth while retained headcount and continued platform spend hold the segment margin below 28% (reported GAAP, TTM to Aug 2026), so earnings flatten as capital spending keeps climbing. A workstation priced on subscription durability then de-rates below the 15 times it commands today as investors reprice the growth algorithm, taking the target well beneath the current quote. The mechanism is self-reinforcing: weaker net retention feeds slower subscription growth, which pressures the margin, which invites the multiple compression — no single shock required.

Key Debate

P/E Multiple explains 81% of Monte Carlo outcome variance — i.e. value is set by the multiple the market will pay, a rate/sentiment regime bet as much as an earnings bet.

What the Market Is Pricing In

At the current price, the market pays 14.6× consensus forward EPS, vs the house DCF terminal 10.0×, and a peer median 19.3×. The house DCF sits 16% below spot, so the market is pricing in more than the house case — roughly 1.6pp of revenue CAGR.

Variant perception: the house view is below-consensus, and the thesis is primarily FCF-driven.

Scenario Analysis

The scenario tree spans a structural 'Structural — Volume / Subscription Decline / Competition' downside ($103) to a 'Bull — Re-Rate' bull case ($415); the probability-weighted blend (PWEV $232) is -19% versus spot.

SBC charge: scenario targets are gross per-share prices; the PWEV is reduced by one year of stock-based-compensation dilution (1.5% of shares, on SBC ≈ 3% of revenue), trimming the gross PWEV of $236 to $232 (-1.5%). SBC is charged once, as dilution — never also deducted from FCF.

Scenario rationale — the driver path behind every target:

• Structural — Volume / Subscription Decline / Competition (20%, $103). Structural impairment — volume / subscription decline / competition: earnings AND the multiple compress together. Target sits below the 52-week low by construction.
• Market-Activity Recession (17%, $174). Cyclical downturn — trading volumes + recurring data/index/ratings subscriptions + pricing power weakens for 1–2 years before normalising.
• Base — Recurring Data + Volume Growth (35%, $248). Mid-cycle — normalised trading volumes + recurring data/index/ratings subscriptions + pricing power; disciplined capital allocation; steady returns.
• Growth — New Data / Index / Analytics (20%, $328). Upside — new data / index / analytics lifts earnings above mid-cycle; the multiple expands modestly.
• Bull — Re-Rate (8%, $415). Upside tail — sustained tight conditions or a structural re-rate on new data / index / analytics.

Valuation Triangulation

Four weighted anchors — an intrinsic dcf, a scenario-weighted pwev, a monte carlo median (student-t + regime switching) and a peer p/e re-rate — read them with their basis in mind. The Monte Carlo, the scenario PWEV, any DCF's exit-multiple terminal and any peer re-rate key off a market multiple, so they are not independent; only a DCF's explicit-period cash flows are multiple-free, and its terminal usually carries most of its value. The discipline is to read the spread, not to treat four numbers as four independent votes.

The house blend DECLARES five anchor weights — DCF 35%, scenario PWEV 25%, Monte Carlo 15%, sum-of-parts 15%, peer re-rate 10%. For this name sum-of-parts is not computed, so 15% of the declared weight is redistributed across the anchors that exist — which is why the weights above differ from the declared ones. The fair value is unaffected by this disclosure; the blend has always worked this way. The company-lever row in the Sensitivity section is an illustrative EBIT × multiple value, not a sum-of-parts anchor.

Peer EV/Revenue re-rate — 0% weight: it duplicates the peer-multiple information already carried by the Peer P/E anchor while ignoring margin mix; weighting both would double-count the peer view. Shown as a cross-check.

Monte Carlo — the outcome distribution

10,000 paths, Student-t shocks (fat tails) with a regime-switching overlay. The median lands at $214 and 22% of paths finish above spot. The variance decomposition shows the p/e multiple is the dominant swing factor (81% of variance). Value is a multiple bet: fundamentals move the answer far less than the rating does.

DCF — explicit-period cash flows with an exit-multiple terminal

A 5-year cash-flow path discounted at a WACC of 8.5%, plus a terminal value of final-year FCF × 10.0x — a terminal multiple equal to 0.85 × the base multiple that the Monte Carlo and the scenario tree also use → $242. The terminal value is 66% of enterprise value, so this anchor moves with the multiple assumption. The heaviest anchor in this blend (45%); because its terminal is a market multiple, it is not independent of the multiple-driven anchors.

Peer benchmarking — relative value

Against its 4 peers in the same GICS sub-industry, re-rating to their median forward multiple (P/E 19.3x) implies $380. A premium is only justified by superior growth/margins; otherwise it is multiple risk. Weighted just 3% so market sentiment does not set the fair value.

Across all anchors the spread is 176% of the median — wide (genuine disagreement — the blend carries low valuation confidence).

Sensitivity

DCF/share — WACC × terminal multiple

DCF/share — revenue CAGR Δ × model op-margin Δ (Δ applied to the DCF's house margin path)

Tornado — DCF/share swing by driver (widest first)

Company lever — value at the base multiple vs Exchanges, Ratings & Market Data multiple (base 11.0x)

Illustrative: segment EBIT × multiple, plus net cash, over basic shares — it does not enter the triangulated fair value.

Peer Quality & Weighting

Quality-weighted forward P/E: 19.5× (simple median 19.3×). Direct peers count 100%, segment 50%, broad 25%.

Historical-range cross-check: 52-week range $185–$320, centre $244 (-15% vs spot); spot sits at the 75th percentile of the range. Low-weight mean-reversion cross-check, not a fundamental anchor.

Risk / Reward & Margin of Safety

That ratio is (triangulated FV ÷ price − 1) ÷ (1 − 'Structural — Volume / Subscription Decline / Competition' target ÷ price). 'Structural — Volume / Subscription Decline / Competition' ($103, probability 20%) is the lowest-target scenario in the tree, taken gross of SBC dilution. With a leg missing the ratio is withheld rather than computed from a magnitude. Bull case (Bull — Re-Rate): $415.

Company Overview & Business Model

FactSet Research Systems Inc — FINANCIAL SERVICES · FINANCIAL DATA & STOCK EXCHANGES. FactSet Research Systems Inc. provides integrated financial information and analytical applications to investment and corporate communities in the Americas, EMEA, and Asia Pacific. The company is headquartered in Norwalk, Connecticut.

Company description as supplied by Alpha Vantage; not checked against the company's filings.

How it makes money.

† Model margin = gross margin − the opex ratio calibrated so the Monte Carlo median EPS meets the EPS target; it is not a reported operating margin.

Reported operating margin (GAAP): 28.3% for the fiscal year ended 2026-08-31; 28.3% TTM to 2026-08-31 (Alpha Vantage INCOME_STATEMENT).

Edge. Wide moat. Authored moat rationale withheld pending re-authoring.

Revenue-Segment Breakdown

The company-specific drivers behind the valuation — each segment carries its own growth, margin, multiple and capex intensity. (Tags: FACT reported · ESTIMATE from disclosures · INFERENCE judgment.)

For comparison, the company's reported GAAP operating margin was 28.3% for the fiscal year ended 2026-08-31; 28.3% TTM to 2026-08-31 (Alpha Vantage INCOME_STATEMENT).

Named Exposures

Demand & pricing cycle (FACT/ESTIMATE)

Capital intensity & shareholder returns (ESTIMATE)

Structural risk vs optionality (INFERENCE)

Balance Sheet & Liquidity

Balance-sheet data as of 2026-08-31 (Alpha Vantage).

Capital Allocation

Free-Cash-Flow Quality

Accounting quality: SBC 3% of revenue; cash conversion (OCF/NI) 154% — cash-backed.

Competitive Moat

Moat sources:

• Deep workflow integration into buy-side/sell-side analyst desktops (high switching cost, retraining/re-plumbing friction)
• Proprietary connected/symbology content and open-platform data-feed architecture embedded in client models
• Historically mid-90s% ASV retention rate — evidence of the switching cost, and the key falsification metric
• Multi-year enterprise contracts and index/analytics stickiness — durable but under structural threat from generative-search and open-source tooling

Earnings-Call Disconfirmation & Sentiment

Derived signals from the MCH market-data store (Alpha Vantage transcripts + news). Quantitative tone only — a disconfirmation flag, not a substitute for reading the call.

Management vs analyst tone (2026Q4): management +0.70 vs analyst floor +0.14 → delta +0.57 (n=26 mgmt / 19 Q&A; 82nd pctile across the S&P book, z +1.0).

Flag: TYPICAL — management-vs-analyst tone within the normal cross-sectional range.

News (last 365d, 2837 articles): avg ticker sentiment +0.08 (bullish 2% / bearish 1%)

Consensus & Market Expectations

_Consensus figures: Alpha Vantage sell-side aggregates. Where the house view sits materially above or below the street, the divergence is itself a datum — see the thesis.

Catalyst Calendar

• 2027-05-15 (~218d) — Annual client/user-count and buy-side consolidation update (authored)

Forecast Track Record

• EPS surprise: beat 75% of the last 8 quarters; average surprise +1.7%.

Catalyst Timeline

4 catalysts in the next 90 days (of 12 tracked). Importance 1–3; confidence 0–1.

_Sources: extended.catalysts, data/catalysts/.json, data/catalysts/macro.json, AV DIVIDENDS, opex 3rd-Friday calc.

Regulatory & Legal Risk

Probabilities and sensitivities are analyst estimates, not market-implied.

Scenario Macro & Key Risks

Scenario-macro rows withheld pending re-authoring: 3 carrying another cluster's vocabulary or a frozen figure — recorded in the narrative quarantine ledger.

Decision Rules (Machine-Checked)

Stance: Hold — 0 bullish / 1 bearish / 0 caution rules triggered of 6 evaluable (0 lacked data).

Machine-checked rules over disclosed inputs. The authored falsification triggers elsewhere in this report are analyst judgment and are NOT evaluated here. The stance is what the model's own rules read on this name; it does not modify the published research rating, and it is not personal financial advice.

Reasons the Thesis Could Fail (Falsifiable)

Pre-registered signals that would break the thesis — each polices a specific scenario boundary and is checked at every earnings update:

• Organic ASV growth (year on year) < 0.04 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
• Adjusted operating margin < 0.32 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
• Client (end-user) count net change < 0 (2 consecutive prints). Net seat losses for two quarters would confirm buy-side displacement and competitive share loss rather than temporary budget delay.
• Annual subscription value retention rate < 0.94 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
• Capital expenditure as a share of revenue > 0.055 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)

Fact / Inference / Speculation

• FACT: Spot $287; 52-week range $185–$320; engine rating SELL; house target $233 (-19%). (source: Alpha Vantage 2026-10-09, 10 October 2026)
• INFERENCE: Triangulated FV $237 (-17% vs spot · triangulated FV); the rating tracks the Monte-Carlo + scenario-PWEV core; the DCF anchor sits above the multiple-discipline core.
• SPECULATION: At current prices the embedded bet is that the market keeps paying the current multiple through the capex cycle — a regime call the engine cannot verify from fundamentals alone.

Conviction Score

Research Conviction measures the strength and quality of the research setup — input coverage, financial quality, valuation support, process agreement. It is NOT the probability that the recommendation succeeds; the forecast track record section is the evidence on that.

66.2/100 (confidence band 53.4–78.9), 82nd percentile of 893 covered names (as of 2026-10-09). Weighted composite under config ros-1.20.0 — every component and its inputs below.

Missing inputs (macro tailwinds) are excluded and the remaining weights renormalised; the confidence band widens accordingly.

Score history: 64.1 → 65.9 → 64.5 → 64.7 → 64.4 → 64.2 → 63.2 → 66.2.

Probability-Weighted Return Profile

Horizon: 1 year — at this horizon CAGR equals total return by definition. Expected values are the probability-weighted sums over the full scenario set below.

The gross expected return is the probability-weighted scenario return (it reconciles to the gross PWEV); the diluted figure applies the SBC share-count charge and matches the published PWEV-based target.

Expected Alpha

Expected return minus the return this name is REQUIRED to deliver for its risk (1-year horizon). Constants are pre-registered (preregistered-static (amendment #2, 2026-07-29); not fitted to MCH outcomes).

A negative expected alpha does not change the rating — it says the expected return does not clear the risk-adjusted hurdle at today's price. Rating mechanics are unchanged by this section.

Probability Cross-Checks

Not authoritative. The scenario probabilities in this report are AUTHORED — a judgement about how the world might go, not a measurement. Nothing below modifies them, the target, the rating or any position size. These checks ask only whether anything outside our own model agrees with us; where it does not, that is information for the reader, not a correction we have quietly applied.

Authored set: 5 scenarios, probabilities summing to 1.0, mean target $235.88.

Factor Exposures

Cross-sectional percentiles over 893 covered names (style scores sector-demeaned; thematic = return-beta to the theme's proxy ETF). 50 = estate median.

Market interaction: correlation vs SPY +0.22, vs QQQ +0.11 (trailing ~1y daily returns).

Rating Bridge

Rating = SELL because:

• Probability-weighted scenario value implies -19% vs spot
• Monte Carlo median implies -26% vs spot
• DCF fair value (exit-multiple terminal) implies -16% vs spot — but this is terminal-value sensitive (exit-multiple $242 vs Gordon $373, 54% apart), so it carries less weight
• Bear case (Structural — Volume / Subscription Decline / Competition) downside is -64% vs spot
• Net: the valuation anchor itself sits 17.4% below spot, so there is no reward leg to weigh against the bear case and the reward-to-risk ratio is withheld rather than computed off a negative upside. The rating warrants a Sell.

Model Appendix

DCF — line items

FCF is bridged: NOPAT + D&A − Capex − ΔNWC (capex intensity 3% of revenue, weighted from the segments) — not a single conversion fudge.

WACC 8.5% · Σ PV(FCF) $3B + PV(terminal) $6B = EV $9B; − net debt $1.3B → equity $8B ÷ diluted shares $0.03B = $242/share (exit-multiple terminal).

• Gordon terminal → $373/share — a single-point perpetual-growth cross-check at g = 2.5% (one growth rate, not a range; it is not in the blend).
• Incremental ROIC on the forecast capex ≈ 38% vs WACC 8.5% → above WACC — the build is value-creative.

Peer set

Implied prices at the peer medians: same-sub-industry median fwd P/E → $380; EV/Rev → $640.

Weighted fair-value math

Model Calibration Caveats

Raised by the model's own checks on its run of 10 October 2026 (prices as of 2026-10-09). They concern how the model was calibrated, not the company; read the figures they touch with them in mind.

• The Monte Carlo gives only a 22% probability of the price finishing above today's; the house treats readings under 30% as a sign the downside assumptions may be too severe.

Assumption Register

Sensitivity-ranked drivers (widest fair-value swing first): Revenue CAGR ±3pp (70.0); Terminal × ±15% (56.0); Model op margin ±3pp (49.0); WACC ±1pp (22.0); Capex intensity ±15% (13.0).

Inputs, Sources & Confidence

Every load-bearing input, labelled by type and confidence. (reported fact · company guidance · consensus estimate · market data · house estimate · inference.)

Research Provenance

Load-Bearing Assumptions

DCF: WACC 8.5%, terminal multiple 10×, FY+5 revenue $3B. Triangulation leans 45% on DCF, 32% on PWEV, 19% on the Monte Carlo median, 3% on peer-implied value.