Investment Committee Summary
| Rating | HOLD |
| Internal 5-tier | HOLD |
| Classification · conviction | mature cash generator · medium |
| Evidence | 8/8 load-bearing inputs sourced |
| Triangulated fair value | $264 (-1% vs spot · triangulated FV) |
| 12-mo scenario PWEV | $255 (-4% vs spot · 12m PWEV) |
| Next catalyst | 2026-10-15 — Major mobile-carrier device-protection contract renewal window |
| Primary thesis-break | Consolidated adjusted operating margin < 0.108 (2 consecutive prints) |
Decision detail — rating tables & Research OS strip
Rating: HOLD
Internal 5-tier: HOLD · mature cash generator · analyst conviction: medium
| Metric | Value |
|---|---|
| Current Price | $266 |
| Triangulated Fair Value | $264 (-1% vs spot · triangulated FV) |
| 12-mo Scenario PWEV | $255 (-4% vs spot · 12m PWEV) |
| Forward P/E | 12.0x |
| Market Cap | $13B |
| 52-Week Range | $206–$304 (intraday high and low over the trailing 52 weeks of the stock's own daily bars) |
EPS basis for the forward P/E and all scenario multiples: consensus forward EPS (broker-adjusted, non-GAAP).
Methodology: Valuation triangulated across 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. Anchors are blended at fixed declared weights, each counted separately; the Monte Carlo and the scenario PWEV all rest on the same base multiple, so where they agree it is partly by construction — not independent corroboration. Figures reconciled to Alpha Vantage 2026-10-09. Each chart below sits with the part of the thesis it evidences.
General research, published identically to every reader. Not personal financial advice. Figures as of the analysis date; verify before acting.
Decision Support — Research OS jump to detail ↓
| Research conviction | Exp. return (1y) | Rules stance | Next catalyst |
|---|---|---|---|
| 62.6/100 (69th pct) | -3% 1yr expected | Hold | 3d — Major mobile-carrier device-protection contract renewal window |
Full breakdown — conviction components, probability-return distribution, decision rules, factor & portfolio interaction and the catalyst timeline — in the Decision Support sections below. Model output for research; not personal financial advice.
📎 Download the full model (Excel) — DCF line items, scenarios, sensitivity, assumptions, and extended fundamentals.
Recommendation: HOLD
Balanced: triangulated fair value $264 (-1% vs spot); the outcome hinges on Gross Margin. The debate is Gross Margin — a fundamental call.
Investment Thesis
At $266 (12 October 2026) Assurant trades on 12 times forward earnings, a premium to its insurer peer median and close to its 52-week high. The market is paying for continuity: a high return on equity, capital-light speciality lines and steady repurchases, with little premium demanded for catastrophe or client-concentration risk. The engine differs on the distribution, not the mid-point. The probability-weighted value of $255 and the base-path target of $263 sit below spot because the two downside scenarios — a reserve or catastrophe reset and a soft market — carry a substantial combined weight and land far beneath the Monte Carlo median. Triangulated fair value of $264 leaves the shares fairly valued against the anchor set, -1% against spot, and the rating is HOLD: the valuation is full against a blend that is flat to lower, even though nothing in recent prints falsifies the base case. The single most damaging risk is a severe catastrophe season in the housing book that resets earnings 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 ($266) against each valuation anchor, the scenario tree, technicals and the options-implied move.
Anti-Thesis (The Real Bear Case)
The structural bear is mechanical, not exotic. Assurant's lender-placed housing book is short-tail but catastrophe-concentrated: one severe hurricane and wildfire season can push underwriting past break-even while repricing the equity's earnings quality. In that state the model cuts the underwriting-plus-float margin to little more than half its current level, leaves revenue slightly negative and pays a high-single-digit multiple — a target below the 52-week low by construction. The mechanism compounds: elevated catastrophe losses lift reinsurance costs at renewal, lender-placed pricing responds slowly under regulatory scrutiny, and repurchases pause to rebuild capital. With most simulated variance already sitting in margin, the market would read one bad season plus adverse reserve development as a regime change rather than noise. This is the modal downside, not a tail.
Key Debate
Gross Margin explains 65% of Monte Carlo outcome variance — the single variable that decides which side is right.
What the Market Is Pricing In
At the current price, the market pays 11.9× consensus forward EPS, and a peer median 11.5×.
Variant perception: the house view is below-consensus, and the thesis is primarily event-driven.
| Metric | Consensus | House | Importance |
|---|---|---|---|
| Revenue | 13.9 | 13.8 | High |
| EPS | 22.4 | 22.3 | Medium |
| Target price | 326.7 | 263.2 | Medium |
Scenario Analysis
The scenario tree spans a structural 'Structural — Underwriting / Reserve / Catastrophe Reset' downside ($113) to a 'Bull — Re-Rate' bull case ($459); the probability-weighted blend (PWEV $255) is -4% versus spot.
| Scenario | Probability | Target | Return vs spot |
|---|---|---|---|
| Structural — Underwriting / Reserve / Catastrophe Reset | 20% | $113 | -57% |
| Soft Market / Investment Loss | 17% | $196 | -26% |
| Base — Mid-Cycle Combined Ratio | 35% | $268 | +1% |
| Growth — Hard Market / Pricing + Float Income | 20% | $362 | +36% |
| Bull — Re-Rate | 8% | $459 | +72% |
| Probability-Weighted (PWEV, after SBC dilution) | — | $255 | -4% |
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 ≈ 1% of revenue), trimming the gross PWEV of $259 to $255 (-1.5%). SBC is charged once, as dilution — never also deducted from FCF.
Scenario rationale — the driver path behind every target:
- Structural — Underwriting / Reserve / Catastrophe Reset (20%, $113). Structural impairment — underwriting / reserve / catastrophe reset: earnings AND the multiple compress together. Target sits below the 52-week low by construction.
- Soft Market / Investment Loss (17%, $196). Cyclical downturn — premium growth + underwriting margin + investment income + reserves weakens for 1–2 years before normalising.
- Base — Mid-Cycle Combined Ratio (35%, $268). Mid-cycle — normalised premium growth + underwriting margin + investment income + reserves; disciplined capital allocation; steady returns.
- Growth — Hard Market / Pricing + Float Income (20%, $362). Upside — hard market + pricing lifts earnings above mid-cycle; the multiple expands modestly.
- Bull — Re-Rate (8%, $459). Upside tail — sustained tight conditions or a structural re-rate on hard market + pricing.
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.
| Method | Basis | Fair Value | vs Spot | Weight in this name's blend |
|---|---|---|---|---|
| Monte Carlo median (Student-t + regime) | multiple | $235 | -12% | 18% (declared 15%) |
| Peer P/E re-rate | multiple | $257 | -4% | 12% (declared 10%) |
| Peer EV/Revenue re-rate | multiple | $438 | +64% | 0% — cross-check only |
| Scenario PWEV | multiple | $255 | -4% | 29% (declared 25%) |
| Justified P/B (ROE-based) | book value × ROE | $286 | +7% | 41% (declared 35%) |
| Triangulated (weighted) | — | $264 | -1% | 100% |
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.
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.
Book Value, ROE & Capital Returns
For a bank or insurer the cash-flow DCF is the wrong intrinsic anchor — capital is the product. Value is set by return on equity vs cost of equity against book value: the Gordon-justified multiple is P/B = (ROE − g) / (COE − g).
| Metric | Value |
|---|---|
| Book value / share | $118 |
| Return on equity (ROE) | 18.0% |
| Cost of equity (assumed) | 9.5% |
| Current P/B | 2.26x |
| Justified P/B (ROE-based) | 2.42x |
| Justified value / share | $286 (+7%) |
ROE of 18.0% comfortably clears the ~10% cost of equity — which is why a premium justified P/B of 2.42x (vs 2.26x current) is warranted. The justified value sits +7% vs spot; that gap, plus the credit / underwriting cycle in the scenarios, is the debate. The Monte Carlo and scenario PWEV carry the earnings (P/E) view; this block carries the book-value view.
Monte Carlo — the outcome distribution
10,000 paths, Student-t shocks (fat tails) with a regime-switching overlay. The median lands at $235 and 42% of paths finish above spot. The variance decomposition shows the gross margin is the dominant swing factor (65% of variance). The fundamental driver, not the multiple, sets the spread — a cleaner setup.
Peer benchmarking — relative value
Against its 3 peers in the same GICS sub-industry, re-rating to their median forward multiple (P/E 11.5x) implies $257. A premium is only justified by superior growth/margins; otherwise it is multiple risk. Weighted just 12% so market sentiment does not set the fair value.
Across all anchors the spread is 79% of the median — wide (genuine disagreement — the blend carries low valuation confidence).
Peer Quality & Weighting
| Peer | Fwd P/E | Growth | Op margin | Quality | Weight cap |
|---|---|---|---|---|---|
| AFG | 11.5× | 5% | 15% | direct | 100% |
| L | 12.2× | 5% | 12% | direct | 100% |
| AIG | 9.3× | 5% | 19% | direct | 100% |
Quality-weighted forward P/E: 11.0× (simple median 11.5×). Direct peers count 100%, segment 50%, broad 25%.
Historical-range cross-check: 52-week range $206–$304, centre $250 (-6% vs spot); spot sits at the 62nd percentile of the range. Low-weight mean-reversion cross-check, not a fundamental anchor.
Risk / Reward & Margin of Safety
| Metric | Value |
|---|---|
| Upside to triangulated FV (FV ÷ price − 1) | $264 (-1% vs spot · triangulated FV) |
| Downside to lowest scenario (Structural — Underwriting / Reserve / Catastrophe Reset) | $113 (-57% vs spot · bear scenario) |
| Reward-to-risk ratio | withheld — the triangulated FV is at or below spot, so there is no reward leg to divide by the risk leg |
| Discount to fair value (1 − price ÷ FV) | -1% |
| P(price > spot) — Monte Carlo | 42% |
That ratio is (triangulated FV ÷ price − 1) ÷ (1 − 'Structural — Underwriting / Reserve / Catastrophe Reset' target ÷ price). 'Structural — Underwriting / Reserve / Catastrophe Reset' ($113, 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): $459.
Company Overview & Business Model
Assurant, Inc. — FINANCIAL SERVICES · INSURANCE - PROPERTY & CASUALTY. Assurant, Inc. is a global provider of risk management products and services with headquarters in New York City.
Company description as supplied by Alpha Vantage; not checked against the company's filings.
How it makes money.
| Segment | Rev mix | Growth | Model op margin† | Key driver |
|---|---|---|---|---|
| Insurance (Underwriting + Float) | 100% | +5% | 12% | premium growth + underwriting margin + investment income + reserves |
† 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.
Edge. Narrow 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.)
| Segment | Revenue | Mix | Growth | Model op margin† | Model EBIT | Multiple | Capex % | Tag |
|---|---|---|---|---|---|---|---|---|
| Insurance (Underwriting + Float) | $13.2B | 100% | 5% | 12% | $1.6B | 10.0x | 1% | ESTIMATE |
| † Model EBIT = revenue × the model margin, i.e. gross margin less the opex ratio the calibration solved for to meet the EPS target — not the company's reported operating income. |
Named Exposures
Demand & pricing cycle (FACT/ESTIMATE)
| Dimension | Assessment |
|---|---|
| driver | premium growth + underwriting margin + investment income + reserves |
| net_debt_or_cash_b | -0.62 |
Capital intensity & shareholder returns (ESTIMATE)
| Dimension | Assessment |
|---|---|
| capex_pct_revenue | 0.01 |
| div_yield | 0.0129 |
Structural risk vs optionality (INFERENCE)
| Dimension | Assessment |
|---|---|
| downside | underwriting / reserve / catastrophe reset |
| upside | hard market + pricing |
Balance Sheet & Liquidity
| Metric | Value |
|---|---|
| Net debt | $-2.3B — net cash |
| Net debt / EBITDA | -1.35x |
| Interest coverage (EBIT / interest) | 10.9x |
| Current ratio | 0.55x |
| Cash & ST investments | $4.6B |
Balance-sheet data as of 2025-12-31 (Alpha Vantage).
Capital Allocation
| Metric | Value |
|---|---|
| Free cash flow | $1.6B |
| Buybacks / dividends | $0.3B / $0.2B |
| Total shareholder yield | 3.5% |
| Payout as % of FCF | 29.5% |
| Reinvestment (capex / OCF) | 12.9% |
| SBC as % of FCF | 5.4% |
| Allocation stance | reinvesting |
Free-Cash-Flow Quality
| Metric | Value |
|---|---|
| FCF margin | 12.1% |
| FCF conversion (FCF / net income) | 183.0% |
| FCF yield | 12.0% |
| Capex intensity (capex / revenue) | 1.8% |
| FCF − SBC (diagnostic) | $1.5B |
| Capex split (maint / growth) | 80% / 20% — Capital-light specialty insurer; capex is IT, claims and trade-in logistics systems. Growth spend supports device-lifecycle/logistics platform build-out, but the business compounds through float and buybacks, not PP&E. |
Accounting quality: SBC 1% of revenue; cash conversion (OCF/NI) 210% — cash-backed.
Competitive Moat
Moat sources:
- Embedded distribution via mobile carriers, mortgage servicers and retailers (multi-year, integrated contracts)
- Trade-in / device-lifecycle logistics scale in Global Lifestyle
- Lender-placed housing insurance regulatory-approval and servicing infrastructure
- No consumer brand moat - end policyholders rarely choose Assurant directly; client concentration is a moat weakness
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 +0.57 vs analyst floor +0.01 → delta +0.56 (n=20 mgmt / 12 Q&A; 81st pctile across the S&P book, z +0.9).
Flag: TYPICAL — management-vs-analyst tone within the normal cross-sectional range.
| Quarter | Mgmt | Analyst | Delta |
|---|---|---|---|
| 2026Q2 | +0.57 | +0.01 | +0.56 |
| 2026Q1 | +0.41 | +0.00 | +0.41 |
| 2025Q4 | +0.51 | +0.00 | +0.51 |
| 2025Q3 | +0.54 | +0.29 | +0.25 |
News (last 365d, 1168 articles): avg ticker sentiment +0.24 (bullish 40% / bearish 4%)
Consensus & Market Expectations
| Reference | Value |
|---|---|
| Street target (mean) | $327 (+23% vs spot · street) |
| House target | $263 (-19.4% vs street) |
| Sell-side coverage | 7 analysts (SB 3 / B 4 / H 0 / S 0 / SS 0; net score 0.71) |
| Consensus FY EPS | $22.36; house in-line (-0.4%) |
| Consensus FY revenue | $13.9B; house in-line (-0.5%) |
_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 (~6d) — Major mobile-carrier device-protection contract renewal window (authored)
- 2026-11-03 (~25d) — Quarterly earnings — est. EPS $4.57 (AV EARNINGS_CALENDAR)
- 2027-03-01 (~143d) — Investor day / capital-return framework update (authored)
Forecast Track Record
- EPS surprise: beat 100% of the last 8 quarters; average surprise +17.2%.
Catalyst Timeline
6 catalysts in the next 90 days (of 14 tracked). Importance 1–3; confidence 0–1.
| When | Catalyst | Type | Importance | Confidence |
|---|---|---|---|---|
| 2026-10-14 (in 2d) | September CPI | macro | ●● | 0.8 |
| 2026-10-15 (in 3d) | Major mobile-carrier device-protection contract renewal window | authored | ● | 0.7 |
| 2026-10-28 (in 16d) | FOMC rate decision + press conference | macro | ●● | 0.8 |
| 2026-11-03 (in 22d) | Quarterly earnings | earnings | ●●● | 0.95 |
| 2026-12-09 (in 58d) | FOMC rate decision + SEP dot plot | macro | ●● | 0.8 |
| 2026-12-18 (in 67d) | Quarterly options-expiry cluster (3rd Friday) | opex_cluster | ● | 1.0 |
| 2027-01-27 (in 107d) | FOMC rate decision + press conference | macro | ●● | 0.8 |
| 2027-03-01 (in 140d) | Investor day / capital-return framework update | authored | ● | 0.7 |
| 2027-03-17 (in 156d) | FOMC rate decision + SEP dot plot | macro | ●● | 0.8 |
| 2027-03-19 (in 158d) | Quarterly options-expiry cluster (3rd Friday) | opex_cluster | ● | 1.0 |
| 2027-04-28 (in 198d) | FOMC rate decision + press conference | macro | ●● | 0.8 |
| 2027-06-09 (in 240d) | FOMC rate decision + SEP dot plot | macro | ●● | 0.8 |
| 2027-06-18 (in 249d) | Quarterly options-expiry cluster (3rd Friday) | opex_cluster | ● | 1.0 |
| 2027-09-17 (in 340d) | Quarterly options-expiry cluster (3rd Friday) | opex_cluster | ● | 1.0 |
_Sources: extended.catalysts, data/catalysts/
Regulatory & Legal Risk
| Issue | Probability | Valuation sensitivity | Horizon |
|---|---|---|---|
| State scrutiny of lender-placed (force-placed) homeowners insurance pricing and commissions | medium (~45%) | medium - Global Housing margins exposed; adverse rate action could clip ~5-7% of FV | 12-24m |
| Consumer-protection / disclosure rules on embedded device-protection and extended-warranty products | medium (~40%) | low - compliance and disclosure cost, ~2% of FV | 12-24m |
Probabilities and sensitivities are analyst estimates, not market-implied.
Scenario Macro & Key Risks
| Scenario | Macro assumption | Key risk |
|---|---|---|
| Structural — Underwriting / Reserve / Catastrophe Reset | A structural cat/reserve reset in Global Housing coincides with the loss of a marquee Lifestyle partner, compressing both earnings and the multiple below book. | Client concentration turning from a moat into a cliff - a single carrier defection removing a large, high-margin revenue block at once. |
| Soft Market / Investment Loss | Softer specialty pricing plus lower reinvestment yields or investment mark-downs erode margins for 1-2 years. | Device-protection attach rates and pricing weakening in a consumer downturn while float income simultaneously falls. |
| Base — Mid-Cycle Combined Ratio | Steady mid-teens ROE, Lifestyle partner renewals intact, a normalised Housing combined ratio, and buybacks continuing. | The ~10x multiple already prices continuity, so any single missed renewal disproportionately de-rates the stock near its 52-week high. |
| Growth — Hard Market / Pricing + Float Income | Firm specialty pricing and higher-for-longer yields lift both underwriting margin and float income, with Lifestyle share gains. | Growth relying on retaining and expanding a small number of large partners whose bargaining power caps Assurant's pricing. |
| Bull — Re-Rate | Durable ROE, clean cat experience and an expanded embedded-distribution footprint re-rate AIZ above its historical specialty multiple. | A re-rate from a near-52-week-high start leaves little margin of safety if even one concentration or cat assumption disappoints. |
Decision Rules (Machine-Checked)
Stance: Hold — 0 bullish / 0 bearish / 1 caution rules triggered of 6 evaluable (0 lacked data).
| Rule | Condition | Observed | Triggered |
|---|---|---|---|
| R1-valuation-stretch | expected return vs fair value < -12 (upside_pct) |
-1.22 | no |
| R2-valuation-opportunity | expected return vs fair value > 15 (upside_pct) |
-1.22 | no |
| R3-street-revisions | street net rating stance < -0.25 (extended.consensus.street_score) |
0.71 | no |
| R4-earnings-quality | cash conversion of earnings < 80 (extended.accounting_quality.cash_conversion_pct) |
210.1 | no |
| R5-technical-breakdown | price vs 200-day SMA < 0.85 (technicals.sma_200) |
1.07 | no |
| R6-vol-regime-shift | IV/RV vol-risk premium > 1.4 (options_overlay.iv_rv) |
1.42 | YES |
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:
- Consolidated adjusted operating margin < 0.108 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
- Net earned premiums and fees, YoY growth < 0.03 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
- Pre-tax reportable catastrophe losses in a single quarter ($B) > 0.25 (single event). (rationale withheld pending re-authoring — frozen figure or verdict)
- Net adverse prior-year reserve development, quarterly ($B) > 0.05 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
- Loss or announced non-renewal of a top-3 Connected Living distribution client = one announced client loss (single event). (rationale withheld pending re-authoring — frozen figure or verdict)
Fact / Inference / Speculation
- FACT: Spot $266; 52-week range $206–$304; engine rating HOLD; house target $263 (-1%). (source: Alpha Vantage 2026-10-09, 12 October 2026)
- INFERENCE: Triangulated FV $264 (-1% vs spot · triangulated FV); the rating tracks the Monte-Carlo + scenario-PWEV core; the justified-P/B anchor sits above the multiple-discipline core.
- SPECULATION: At current prices the embedded bet is that Gross Margin keeps surprising favourably — an operating call the next two prints will test.
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.
62.6/100 (confidence band 50.2–75.1), 69th percentile of 893 covered names (as of 2026-10-10). Weighted composite under config ros-1.20.0 — every component and its inputs below.
| Component | Score (0–100) | Weight | Inputs |
|---|---|---|---|
| business quality | 73 | 15% | extended.fcf_quality.fcf_margin_pct, extended.balance_sheet.net_debt_to_ebitda, extended.accounting_quality.cash_conversion_pct |
| financial strength | 84 | 10% | extended.balance_sheet.net_debt_to_ebitda, extended.balance_sheet.interest_coverage |
| valuation | 49 | 15% | upside_pct |
| growth | 51 | 10% | reconciliation.ttm_revenue_billions, reconciliation.fy_guide_revenue_billions |
| earnings visibility | 100 | 10% | extended.forecast_accuracy.eps_surprise.beat_rate_pct |
| moat | 50 | 10% | enrichment.moat.rating |
| technical trend (heuristic — no validation record; weight change reserved for AM-060) | 50 | 10% | technicals.rsi, technicals.sma_50, technicals.sma_200 |
| macro tailwinds | — | 10% | industry_context.house |
| risk profile | 46 | 10% | monte_carlo.prob_above_current, monte_carlo.p10, monte_carlo.p90, monte_carlo.median |
Missing inputs (macro tailwinds) are excluded and the remaining weights renormalised; the confidence band widens accordingly.
Score history: 61.8 → 61.9 → 61.6 → 61.7 → 61.9 → 62.2 → 62.2 → 62.6.
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.
| Scenario | Probability | Target | Total return | Contribution |
|---|---|---|---|---|
| Structural — Underwriting / Reserve / Catastrophe Reset | 20% | $113 | -57.5% | -11.5pp |
| Soft Market / Investment Loss | 17% | $196 | -26.4% | -4.5pp |
| Base — Mid-Cycle Combined Ratio | 35% | $268 | +0.7% | +0.2pp |
| Growth — Hard Market / Pricing + Float Income | 20% | $362 | +35.9% | +7.2pp |
| Bull — Re-Rate | 8% | $459 | +72.2% | +5.8pp |
| Aggregate | Value |
|---|---|
| Expected return (gross, 1y) | -2.8% |
| Expected return net of SBC dilution | -4.2% |
| Outcome dispersion (σ, from MC p10–p90) | 54.0% |
| Expected Sharpe (rf 4%) | -0.13 |
| Downside expectation (prob-weighted loss branches) | -16.0% |
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).
| Component | Value |
|---|---|
| Expected return (gross, 1y) | -2.8% |
| Risk-free rate | 4.49% (1y proxy (3m/2y midpoint; AV lacks a 1y tenor), as of 2026-10-08) |
| Beta (shrunk, 1y vs SPY) | 0.44 (as of 2026-10-09) |
| Equity risk premium | 4.5% |
| Required return | 6.5% |
| Expected alpha | -9.3% |
| Alpha per unit risk (EA/σ) | -0.17 |
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.
| Cross-check | Ours | Comparator | Reading |
|---|---|---|---|
| Scenario spread vs options market | 38.0% (1σ) | 20.6% implied | broadly consistent with the market's implied uncertainty |
| Mass above spot: scenarios vs our own MC | 63.0% | 41.6% | the scenario weights and the MC parameters disagree about our OWN view — this is a model-coherence issue, not a market disagreement |
| Realised scenario frequency | 58 dated anchors | — | 58 dated anchors available; realised-vs-prior comparison is now meaningful. |
Authored set: 5 scenarios, probabilities summing to 1.0, mean target $259.08.
Flagged for review: internal coherence (authored mass vs Monte Carlo). A flag marks a disagreement worth understanding — it does not imply either side is wrong.
Factor Exposures
Cross-sectional percentiles over 928 covered names (style scores sector-demeaned; thematic = return-beta to the theme's proxy ETF). 50 = estate median.
| Style | Percentile | Theme | Percentile | |
|---|---|---|---|---|
| Growth | 24 | AI | 23 | |
| Value | 54 | Cloud | 41 | |
| Quality | 39 | Semis | 23 | |
| Momentum | 79 | Consumer | 18 | |
| Low-Vol | 48 | Rates | 20 | |
| USD | 78 | |||
| Energy | 62 |
Market interaction: correlation vs SPY +0.34, vs QQQ +0.21 (trailing ~1y daily returns).
Rating Bridge
Rating = HOLD because:
- Probability-weighted scenario value implies -4% vs spot
- Monte Carlo median implies -12% vs spot
- Justified P/B value implies +7% vs spot
- Bear case (Structural — Underwriting / Reserve / Catastrophe Reset) downside is -57% vs spot
- Net: the valuation anchor itself sits 0.8% 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.
Assumption Register
| Assumption | Value | Used in | Source |
|---|---|---|---|
| SBC dilution | 1.5%/yr | PWEV, MC, DCF (charged once) | estimate (from SBC/rev) |
| EPS basis | consensus forward EPS (broker-adjusted, non-GAAP) | all forward P/E & scenario multiples | definition |
Inputs, Sources & Confidence
Every load-bearing input, labelled by type and confidence. (reported fact · company guidance · consensus estimate · market data · house estimate · inference.)
| Input | Value | Type | Source | Confidence | Used in |
|---|---|---|---|---|---|
| Revenue TTM | $13.2B | reported fact | 10-K/10-Q via AV | High | Forecast base, EV/Rev |
| FY+1 guided revenue | $13.8B | company guidance | Company guidance | Medium | Forecast, SoP |
| FY+1 guided EPS | $22.2653 | company guidance | Company guidance | Medium | Forward P/E, scenarios |
| Consensus FY EPS | $22.3581 | consensus estimate | Sell-side consensus via AV | Medium | Variant perception |
| Diluted shares | 0.05B | reported fact | 10-K via AV | High | Market cap, per-share |
| Net debt / cash | $-2.345B | reported fact | Balance sheet via AV | High | EV, DCF equity bridge |
| SBC dilution | 1.5%/yr | house estimate | From SBC/revenue | Medium | PWEV, MC, DCF (charged once) |
Research Provenance
| Field | Value |
|---|---|
| Quantitative engine | mch_stock_engine v2.0 |
| Research OS config | ros-1.20.0 |
| Analysis as-of | 2026-10-12 (prices 2026-10-09) |
| Narrative authorship | claude-opus-5 · Claude Code, supervised, drafted 2026-08-16 |
| Human review | Marinus 2026-08-16 |
| Evidence | 8/8 load-bearing inputs sourced; 13/14 mandated claims cited |
| QA | scanned post-emit by the document-QA layer; the publication label (Draft / Research / Decision-level) is stamped on the published page, not authored here |
Load-Bearing Assumptions
DCF inputs (WACC, terminal multiple) are not applicable to this name's valuation adapter; triangulation leans 41% on DCF, 29% on PWEV, 18% on the Monte Carlo median, 12% on peer-implied value.
Appendix & audit trail — source log, data provenance, disclosures
Source Log
| Source | Type | Date | Used for | Reference |
|---|---|---|---|---|
| Alpha Vantage — GLOBAL_QUOTE / OVERVIEW | market data | 2026-10-09 | Price, market cap, EV, forward P/E | Alpha Vantage 2026-10-09 |
| MCH engine — trailing 52 weeks of daily bars | derived | 2026-10-09 | 52-week range (intraday high and low over the trailing year of the stock's own daily bars) | trailing 52 weeks of own daily bars (intraday high/low, 2025-10-10 to 2026-10-09, 251 sessions) |
| Company income statement (10-K / 10-Q) via Alpha Vantage | reported fact | 2026-10-09 | Revenue, gross/operating margin, EBIT, interest expense | INCOME_STATEMENT / latest annual |
| Company balance sheet (10-K / 10-Q) via Alpha Vantage | reported fact | 2026-10-09 | Cash, debt, net debt, leases, equity, coverage | BALANCE_SHEET / latest annual |
| Company cash-flow statement (10-K / 10-Q) via Alpha Vantage | reported fact | 2026-10-09 | Operating cash flow, capex, FCF, buybacks, dividends, SBC | CASH_FLOW / latest annual |
| Company earnings releases via Alpha Vantage | reported fact | 2026-10-09 | Reported EPS, surprise history | EARNINGS / quarterly |
| Sell-side consensus via Alpha Vantage | consensus estimate | 2026-10-09 | Forward revenue/EPS consensus, analyst count | EARNINGS_ESTIMATES |
| Earnings calendar via Alpha Vantage | market data | 2026-10-09 | Next earnings date, catalyst timing | EARNINGS_CALENDAR |
| Company guidance | company guidance | 2026-10-09 | FY guided revenue / non-GAAP EPS basis | company guidance / earnings call |
| MCH segment model (from filings & disclosures) | house estimate | 2026-10-09 | Segment revenue and multiple; model margin = gross margin − the calibrated opex ratio (not a reported margin) | company_context (authored, tagged) |
| MCH qualitative analysis | inference | 2026-10-09 | Moat, regulatory risk, scenario macro, catalysts | company_context enrichment (authored) |
| MCH investment thesis & falsification triggers | house estimate | 2026-10-09 | Thesis, anti-thesis, thesis-break signals | authored §5.3 |
Citation coverage: 13/14 mandated claims sourced. Filing URLs are not available via the market-data provider; company statements are cited as 10-K/10-Q via Alpha Vantage.
Data Sources
- Prices, fundamentals, options chain, earnings — Alpha Vantage.
- Company filings (10-K / 10-Q) — SEC filings via EDGAR.
Disclosures & Limitations
This report is for informational and research purposes only. It is not personal financial advice and does not consider any investor's objectives, financial situation, risk tolerance, tax position, or liquidity needs.
- This report is produced by the MCH Analysis quantitative research engine — valuation, scenarios, Monte Carlo and the decision layer are generated systematically from the disclosed inputs and the archetype/industry driver sets, and reviewed rather than written name-by-name. Every figure reconciles to the appendix and every score exposes its inputs.
- No suitability assessment has been performed for any individual.
- Market data may be delayed or inaccurate; figures are as of the analysis date.
- Model outputs (fair values, targets, scenario probabilities) are estimates and may be wrong.
- Forecasts are uncertain; past performance is not indicative of future returns.
- The author or publisher may hold positions in securities mentioned.
- Users should verify information against primary sources (company filings) before acting.
- Investing involves risk of loss; there is no guarantee any target price is achieved.
- Ratings follow a defined research methodology (12-month expected-return thresholds), not individual circumstances.