Verisk Analytics Inc (VRSK)

Investment Committee Summary

Investment Thesis

At $190 on 25 August 2026, Verisk is rated at roughly 24x forward earnings as a mission-critical data franchise: recurring insurance and analytics subscriptions that renew contractually, mid-single-digit organic growth, and an operating margin of 39% maintained through the cycle. That is a premium to services comparators such as EFX on enterprise value to revenue, and it assumes the proprietary-data moat resists commoditisation. We accept the base but do not extend it. The shares are trading rich to the triangulated fair value of $156, a gap of -18%, with the probability-weighted expected value at $180 and the twelve-month target at $181. The structural and recession weights pull the distribution down about as hard as the expansion states pull it up, so the blend lands close to the price. The multiple, not the earnings, drives most of the Monte Carlo variance — the debate is re-rating risk, not next year's numbers. The discounted cash-flow anchor sits well inside the market rating, which is the flag: the multiple is doing the heavy lifting, against net debt of ~$4.1B. Hence HOLD. The single most damaging risk is data disintermediation — if analytics buyers substitute in-house or cheaper generative tooling, revenue and the multiple compress 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 ($190) against each valuation anchor, the scenario tree, technicals and the options-implied move.

Anti-Thesis (The Real Bear Case)

The bear mechanism is data disintermediation, and it is not a token hedge. Verisk's premium rests entirely on the assumption that its data and analytics are irreplaceable. Generative and large-language-model tooling lowers the cost of building comparable analytics in-house, and lets smaller vendors approximate outputs that once required Verisk's scale and history. If even a minority of subscribers churn or renegotiate on price, net retention slips, organic growth turns negative, and the operating margin de-levers off a high fixed-cost base — the economics that make the business wonderful in the good state make it fragile in the bad one. Critically, the same shock hits the multiple: a data monopoly re-rates toward a commoditised-vendor level. Earnings and the multiple compress together, which is why the structural path targets a level below the 52-week low rather than a shallow discount.

Key Debate

P/E Multiple explains 80% 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 24.6× consensus forward EPS, vs the house DCF terminal 20.0×, and a peer median 24.8×. The house DCF sits 29% below spot, so the market is pricing in more than the house case — roughly 2.6pp 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 — AI / Data-Disintermediation Risk' downside ($95.20) to a 'Bull — Re-Rate' bull case ($278); the probability-weighted blend (PWEV $180) is -5% versus spot.

Share-count charge: none applied. The probability-weighted value above is the gross per-share figure — no annual dilution is deducted — stock-based compensation runs at 1.7% of revenue; free cash flow net of SBC is $1.14B. SBC is therefore disclosed, not charged: read the per-share figures as before dilution.

Scenario rationale — the driver path behind every target:

• Structural — AI / Data-Disintermediation Risk (20%, $95.20). Structural impairment — AI / data-disintermediation risk: earnings AND the multiple compress together. Target sits below the 52-week low by construction.
• Recession — Hiring / Demand Pullback (17%, $147). Cyclical downturn — recurring data & outsourced-process revenue + client volumes + pricing weakens for 1–2 years before normalising.
• Base — Recurring Data + Volume Growth (35%, $189). Mid-cycle — normalised recurring data & outsourced-process revenue + client volumes + pricing; disciplined capital allocation; steady returns.
• Growth — Analytics / New-Product Expansion (20%, $238). Upside — analytics + new-product expansion lifts earnings above mid-cycle; the multiple expands modestly.
• Bull — Re-Rate (8%, $278). Upside tail — sustained tight conditions or a structural re-rate on analytics + new-product expansion.

Valuation Triangulation

Three weighted anchors — an intrinsic dcf, a scenario-weighted pwev and a monte carlo median (student-t + regime switching) — read them with their basis in mind. The Monte Carlo, the DCF terminal and any peer re-rate key off a market multiple, so they are not fully independent; only discounted cash flows themselves are genuinely multiple-free. The discipline is to read the spread and weight the cash-based view, not to treat three numbers as three 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, peer P/E re-rate are not computed, so 25% 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.

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.

Rating vs blend — the key debate. The rating tracks the multiple-discipline fair value (Monte Carlo $163 + scenario PWEV $180, ≈ spot); the weighted blend $156 (-18%) sits below it because the cash-flow DCF ($135) is materially more conservative than the market multiple. Whether the current multiple is justified is the central question for this name — and the principal downside risk to the rating.

Monte Carlo — the outcome distribution

10,000 paths, Student-t shocks (fat tails) with a regime-switching overlay. The median lands at $163 and 32% of paths finish above spot. The variance decomposition shows the p/e multiple is the dominant swing factor (80% of variance). Value is a multiple bet: fundamentals move the answer far less than the rating does.

DCF — the cash-flow anchor

Independent of the market multiple: a 5-year path, WACC 8.5%, 20.0x terminal FCF multiple → $135. This anchor is deliberately the heaviest (47%): it is the valuation least hostage to the current multiple regime.

Peer benchmarking — relative value

Against the peer cohort, re-rating to the peer-median EV/Revenue multiple implies $30.15; the peer-median forward P/E is 24.8x, but the engine carries no P/E-implied price for this name (no forward-EPS basis at the peer step). A premium is only justified by superior growth/margins; otherwise it is multiple risk. Excluded from the weighted blend — shown only as a market cross-check.

Across all anchors the spread is 92% of the median — wide (genuine disagreement — the blend carries low valuation confidence).

Sensitivity

DCF/share — WACC × terminal multiple

DCF/share — revenue CAGR Δ × op-margin Δ

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

Company lever — SoP/share vs Professional & Data Services multiple (AI re-rating) (base 23.0x)

Peer Quality & Weighting

Quality-weighted forward P/E: 26.0× (simple median 24.8×). Direct peers count 100%, segment 50%, broad 25%.

Historical-range cross-check: 52-week range $156–$312, centre $220 (+16% vs spot); spot sits at the 22nd percentile of the range. Low-weight mean-reversion cross-check, not a fundamental anchor.

Risk / Reward & Margin of Safety

That ratio compares triangulated upside against the probability-weighted bear target, not the extreme tail; with a leg missing it is withheld rather than computed from a magnitude. Bull case (Bull — Re-Rate): $278.

Company Overview & Business Model

Verisk Analytics Inc — INDUSTRIALS · CONSULTING SERVICES. Verisk Analytics, Inc. is an American data analytics and risk assessment firm based in Jersey City, New Jersey, with customers in insurance, natural resources, financial services, government, and risk management sectors. The company uses proprietary data sets and industry expertise to provide predictive analytics and decision support consultations in areas including fraud prevention, actuarial science, insurance coverage, fire protection, catastrophe and weather risk, and data management.

How it makes money.

Edge. Wide moat — A wide moat from proprietary, contributory insurance data (loss-cost databases no competitor can replicate) plus regulatory-embedded ISO rating products justifies a premium terminal multiple in the low-20s. If generative AI lets carriers disintermediate Verisk's data/analytics (the central bear), the terminal multiple should compress toward the ~16x market, since the entire premium rests on data being non-replicable.

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.)

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 2025-12-31 (Alpha Vantage).

Capital Allocation

Free-Cash-Flow Quality

Accounting quality: SBC 1% of revenue; cash conversion (OCF/NI) 158% — cash-backed.

Competitive Moat

Moat sources:

• Contributory-data network effect: carriers pool loss data with Verisk that no single carrier could assemble alone
• ISO rating/actuarial products embedded in state insurance-regulatory filings (regulatory switching cost)
• Proprietary claims, catastrophe (extreme-event models) and property datasets accumulated over decades
• High recurring/subscription mix with contractual renewals across the P&C insurance value chain

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 (2026Q2): management +0.34 vs analyst floor +0.00 → delta +0.34 (n=23 mgmt / 15 Q&A; 36th pctile across the S&P book, z -0.4).

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

News (last 365d, 1314 articles): avg ticker sentiment +0.15 (bullish 20% / bearish 4%)

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

• 2026-10-15 (~52d) — Extreme-event / catastrophe-model major version release (authored)
• 2027-01-01 (~130d) — Annual subscription price-increase and renewal cycle for core insurance datasets (authored)

Forecast Track Record

• EPS surprise: beat 100% of the last 8 quarters; average surprise +4.5%.
• Prior-forecast backtest (13 snapshots, 2026-06-27→2026-08-20): directional hit-rate 85%; mean predicted -6.6% vs realised -2.2%. Disconfirming track record is reported, not suppressed.

Catalyst Timeline

6 catalysts in the next 90 days (of 15 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

Decision Rules (Machine-Checked)

Stance: Hold — 0 bullish / 0 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 a portfolio-management signal and does not modify the published research rating.

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 revenue growth (constant-currency) < 0.03 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
• Adjusted operating margin < 0.36 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
• Subscription / recurring revenue retention (net dollar retention) < 0.98 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
• Capital expenditure (annual, capitalised software + property) > 0.35 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
• Free cash flow conversion (FCF / adjusted net income) < 0.9 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)

Fact / Inference / Speculation

• FACT: Spot $190; 52-week range $156–$312; engine rating HOLD; house target $181 (-5%). (source: Alpha Vantage 2026-08-24, 25 August 2026)
• INFERENCE: Triangulated FV $156 (-18% vs spot · triangulated FV); the rating tracks the Monte-Carlo + scenario-PWEV core; the cash-flow anchor sits below 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.

66.5/100 (confidence band 54.0–78.9), 71st percentile of 858 covered names (as of 2026-08-24). Weighted composite under config ros-1.19.0 — every component and its inputs below.

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

Score history: 63.8 → 63.8 → 64.7 → 63.8 → 63.8 → 63.5 → 63.8 → 63.8.

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 $180.26.

Factor Exposures

Cross-sectional percentiles over 858 covered names (style scores sector-demeaned; thematic = return-beta to the theme's proxy ETF). 50 = estate median.

Market interaction: correlation vs SPY +0.11, vs QQQ +0.02 (trailing ~1y daily returns).

Options Intelligence

Preferred structure: Covered Call. The selector reads the equity view (direction) and the volatility surface — nothing here re-prices the chain.

• range-bound with fair premium — harvest income against a holding
• Direction neutral from the overlay conviction/rating (read-only input).
• IV/RV at the 39th percentile of the cross-section → mid vol bucket. This is the measure that selects the structure above: it ranks how rich this name's implied vol is against its own realised vol, relative to other names.
• Reported alongside and not used to select: this name's own ATM IV sits at the 75th percentile of its own month-end history (decile 8). The two measures disagree here — vol is high for this name by its own history while its options are not unusually rich against its realised vol. Where they diverge, the cross-sectional measure is the one acting.
• IV term structure is in contango (longer-dated richer, slope +1.9pp) — favour longer-dated ownership (LEAPS) or calendars that are long the cheaper front.

IV term structure (contango, slope +1.9pp): 25-DTE 34% · 116-DTE 36% · 207-DTE 36%

Economics copied verbatim from the options overlay (priced from the listed chain (EOD marks)); the selector does not re-price.

Alternatives: Cash-Secured Put. IV rank shown via the name's own monthly IV history (advisory); structure selected on the cross-sectional IV/RV percentile. Model output for research and education only — not individualised investment advice. Position-sizing and stance figures are mechanical outputs of the disclosed rules and inputs; they do not consider any person's objectives, financial situation, or tax status.

Position Sizing Framework

Model output for research and education only — not individualised investment advice. Position-sizing and stance figures are mechanical outputs of the disclosed rules and inputs; they do not consider any person's objectives, financial situation, or tax status.

Options Overlay

A defined-risk way to express the HOLD equity view. Chain as of 2026-08-24 — end-of-day marks — indicative, not executable quotes.

Market signals — ATM IV 33.7% (moderate regime) · expected move ±7.0% (2026-09-18) · put/call OI 0.69 · ATM Δ 0.52 / Θ -0.14 / ν 0.20. Direction: NEUTRAL (implied return -17.8% to triangulated fair value $155.76).

Covered Call (if held) (Income / neutral) — Short 200 C · 2026-09-18 · premium $2.75 · yield 1.4% · priced from the listed chain (EOD marks)

Converts a near-fair holding into income by agreeing to sell at a higher strike — worth weighing when upside looks limited near fair value and being called away is acceptable. Illustrative — no outcome is implied or guaranteed.

Put Spread (income) (Income / would-own) — Short 175 P / Long 160 P · 2026-10-16 · net $1.75 · net entry $173.25 · yield 1.0% · RoR 13.0% · max loss $13.25 · priced from the listed chain (EOD marks)

Gets paid to wait for a lower entry, with the tail capped: the sold put collects premium while the cheaper long wing below it caps the maximum loss at the spread width — a defined-risk alternative to a naked cash-secured put.

Protective Collar (if held) (Hedge) — Long 170 P / Short 210 C · 2027-03-19 · net $4.25 · floor -10.0% · cap +11.0% · priced from the listed chain (EOD marks)

For a holder who wants to stay invested but cap risk: the sold call funds most of the protective put, fencing the position into a band — a way to ride out a de-rating without selling.

Indicative options structures — a defined-risk expression of the equity view, model-and-market illustrated from the last-close chain. NOT personalised advice or an executable quote; premiums, IV and greeks move intraday. Options carry the risk of total loss of premium. Not a registered financial adviser.

Rating Bridge

Rating = HOLD because:

• Probability-weighted scenario value implies -5% vs spot
• Monte Carlo median implies -14% vs spot
• DCF fair value implies -29% vs spot
• Bear case (Structural — AI / Data-Disintermediation Risk) downside is -50% vs spot
• Net: the valuation anchor itself sits 17.8% 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 is not asymmetric enough for a Buy and not impaired enough for a Sell — hence Hold.

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) $5B + PV(terminal) $17B = EV $21B; − net debt $4.1B → equity $17B ÷ diluted shares $0.13B = $135/share (exit-multiple terminal).

• Gordon terminal at 2.5% → $116/share — a genuinely non-multiple, cash-based cross-check; the exit-multiple and Gordon values bracket the terminal-value risk.
• Incremental ROIC on the forecast capex ≈ 19% vs WACC 8.5% → above WACC — the build is value-creative.

Peer set

Implied prices at the peer medians: EV/Rev → $30.15 (no P/E-implied price — no forward-EPS basis at the peer step).

Weighted fair-value math

Assumption Register

Sensitivity-ranked drivers (widest fair-value swing first): Revenue CAGR ±3pp (45.0); Terminal × ±15% (40.0); Op margin ±3pp (24.0); WACC ±1pp (14.0); Capex intensity ±15% (12.0).

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 20×, FY+5 revenue $4B. Triangulation leans 47% on DCF, 33% on PWEV, 20% on the Monte Carlo median.