MCH ADVISORY EQUITY RESEARCH
Institutional research — not investment advice ← Library
IRM SELL REF $121 PW TARGET $97.89 (-19% vs spot · 12m PWEV) -19% Single-name research · 25 August 2026
Equity ResearchReal Estate · Other Specialized REITs
IRM

Iron Mountain Incorporated (IRM)

SELL. 12-month probability-weighted target $98 (-19% vs spot). P/E Multiple explains 48% of Monte Carlo outcome variance.

SELL RESEARCH balance-sheet repair 25 August 2026
$121 $97.89 (-19% vs spot · 12m PWEV) -19% 12-month probability-weighted
Expected return (1y)-19.2%
Margin of safety-21.4%
Quality39/100
Upside / downside0.6×
Downside probability+72%
Expected alpha (1y)-28.1%
Forward P/E34.4x
Independent DCF
Valuation confidencelow
Key metric to watchGlobal RIM (records & information management) organic storage rental revenue growth, YoY
The case. narrow moat, balance-sheet repair
The problem. house above consensus; Global RIM (records & information management) organic storage rental revenue growth, YoY
What changes our mind. Global RIM (records & information management) organic storage rental revenue growth, YoY < 0.02

Model history: the direction implied by our targets has been right 43.6% of the time across 480 pre-registered anchors — below a coin flip. Treat the expected return as a distribution estimate, not a point forecast. This name's record ↓ · full record.

Not personalised investment advice · full disclosures in Part 9 below.

Contents
01Investment Decision

Investment Committee Summary

Rating SELL
Internal 5-tier SELL
Classification · conviction balance-sheet repair · medium
Evidence 8/8 load-bearing inputs sourced
Triangulated fair value ~$95 (≈ -21% vs spot) — precision reflects LOW valuation confidence
12-mo scenario PWEV ~$98 (≈ -19% vs spot)
Next catalyst 2026-09-15 — Ex-dividend $0.86/sh
Primary thesis-break Global RIM (records & information management) organic storage rental revenue growth, YoY < 0.02 (2 consecutive prints)
Decision detail — rating tables & Research OS strip

Rating: SELL

Internal 5-tier: SELL · balance-sheet repair · analyst conviction: medium

Metric Value
Current Price $121
Triangulated Fair Value $95.31 (-21% vs spot · triangulated FV)
12-mo Scenario PWEV $97.89 (-19% vs spot · 12m PWEV)
Forward P/E 34.4x
Market Cap $36B
52-Week Range $76.62–$135

EPS basis for the forward P/E and all scenario multiples: consensus forward EPS (broker-adjusted, non-GAAP).


Methodology: Valuation triangulated across two weighted anchors — a scenario-weighted PWEV and a Monte Carlo median (Student-t + regime switching). Anchors that share a market multiple are not independent evidence and are weighted as one view. Figures reconciled to Alpha Vantage 2026-08-24. Each chart below sits with the part of the thesis it evidences.

General research for a skeptical institutional reader. Not personalised investment advice; no position sizing or trade instructions. Figures as of the analysis date; verify before acting.

Decision Support — Research OS jump to detail ↓

Research conviction Exp. return (1y) Rules stance Preferred options Next catalyst
41.6/100 (4th pct) -19% 1yr expected Hold Protective Put 21d — Ex-dividend $0.86/sh

Research rating: SELL · Tactical / decision-rule stance: Hold — the stance is the machine decision-rules layer (hysteresis, kill-switches, freshness); the rating is the valuation verdict. They may diverge and are reconciled in the Decision Rules section below.

Full breakdown — conviction components, position sizing, probability-return distribution, decision rules, factor & portfolio interaction, options intelligence and the catalyst timeline — in the Decision Support sections below. Model output for research; not individualised advice.

📎 Download the full model (Excel)DCF line items, scenarios, sensitivity, assumptions, and extended fundamentals.

Recommendation: SELL

Defensive: rating SELL; triangulated fair value $95.31 (-21% vs spot) — the risk/reward is skewed to the downside on P/E Multiple. The debate is P/E Multiple — fundamentally a multiple/regime call.

02Thesis, Anti-Thesis & Variant View

Investment Thesis

At $121 on 25 August 2026 the market capitalises Iron Mountain on a multiple of funds from operations that prices it as a durable growth compounder rather than a leveraged storage landlord; on reported earnings the shares change hands near 34x forward. The engine disputes that framing. Its single cyclical property segment, valued on funds from operations rather than accounting earnings because depreciation on a warehouse estate overstates the economic cost, produces base-path cash flow below what the current multiple requires, and triangulation settles at $95.31, -21% against spot, leaving the shares trading rich to the blended evidence. The probability-weighted value is $97.89 and the 12-month target $98.56. The rating is SELL because the bear side of the tree carries real weight rather than a token hedge: the structural obsolescence path targets a price below the 52-week low, and the cyclical occupancy path sits well beneath spot. Meanwhile net debt of ~$19.5B and a capital-spending schedule still climbing mean depreciation lags the build, so returns on the data-centre expansion remain unproven while the interest bill is contractual. The single most damaging risk is that physical storage volumes digitise away faster than storage pricing can offset, collapsing the annuity that funds both the distribution and the growth-capital programme.

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 ($121) against each valuation anchor, the scenario tree, technicals and the options-implied move.

Integrated dashboard. The two weighted valuation anchors bracket the <img src=
Integrated dashboard. The two weighted valuation anchors bracket the $121 spot from $91.02 to $97.89 — stretched — spot sits above the skeptical blend.

Anti-Thesis (The Real Bear Case)

The steelman for the structural bear is not a token hedge. Iron Mountain's core cash engine is physical records storage, an annuity in secular decline as clients digitise. If digitisation accelerates, boxes leave the warehouses faster than storage pricing can be raised, and organic storage revenue growth turns negative rather than modestly positive as the base path assumes. Margin compresses through the operating deleverage of a fixed-cost warehouse footprint, from a segment operating margin already only 15%, and the market stops paying a growth multiple on funds from operations for a shrinking base. Simultaneously net debt of ~$19.5B and the capital-spending ramp remove the balance-sheet slack that would otherwise defend the distribution, so the payout becomes a variable rather than a floor. Digitisation, deleverage and de-rating compound in the same direction, which is how the structural path lands below the 52-week low.

Key Debate

P/E Multiple explains 48% 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 48.9× consensus forward EPS, and a peer median 22.0×.

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

Metric Consensus House Importance
Revenue 8.0 7.5 High
EPS 2.5 3.5 Medium
Target price 144.6 98.6 Medium
03Scenario & Valuation

Scenario Analysis

The scenario tree spans a structural 'Structural — Obsolescence / Demand Loss (Office/Hotel)' downside ($45.90) to a 'Bull — Re-Rate' bull case ($164); the probability-weighted blend (PWEV $97.89) is -19% versus spot.

Scenario Probability Target Return vs spot
Structural — Obsolescence / Demand Loss (Office/Hotel) 20% $45.90 -62%
Cyclical Occupancy / RevPAR Decline 17% $75.80 -37%
Base — Stabilization + FFO 35% $103 -15%
Growth — Recovery / Conversion / Pricing 20% $133 +10%
Bull — Re-Rate 8% $164 +35%
Probability-Weighted (PWEV) $97.89 -19%

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 1.9% of revenue; free cash flow net of SBC is $-1.07B. SBC is therefore disclosed, not charged: read the per-share figures as before dilution.

Scenario rationale — the driver path behind every target:

  • Structural — Obsolescence / Demand Loss (Office/Hotel) (20%, $45.90). Structural impairment — demand loss / obsolescence — assets re-price below the expiring rate: earnings AND the multiple compress together. Target sits below the 52-week low by construction.
  • Cyclical Occupancy / RevPAR Decline (17%, $75.80). Cyclical downturn — utilisation + realised rate on re-pricing + cap rates / interest rates weakens for 1–2 years before normalising.
  • Base — Stabilization + FFO (35%, $103). Mid-cycle — normalised utilisation + realised rate on re-pricing + cap rates / interest rates; disciplined capital allocation; steady returns.
  • Growth — Recovery / Conversion / Pricing (20%, $133). Upside — recovery + repricing lifts earnings above mid-cycle; the multiple expands modestly.
  • Bull — Re-Rate (8%, $164). Upside tail — sustained tight conditions or a structural re-rate on recovery + repricing.
Five-scenario tree. Probability-weighted targets around the <img src=
Five-scenario tree. Probability-weighted targets around the $121 spot; PWEV $97.89 (-19% vs spot · 12m). the payoff is skewed to the downside — upside to $164 against downside to $45.90

Valuation Triangulation

Two weighted anchors — 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 two numbers as two independent votes.

Method Basis Fair Value vs Spot Weight in this name's blend
Monte Carlo median (Student-t + regime) multiple $91.02 -25% 37% (declared 15%)
Peer EV/Revenue re-rate multiple $232 +91% 0% — cross-check only
Scenario PWEV multiple $97.89 -19% 62% (declared 25%)
Triangulated (weighted) $95.31 -21% 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 DCF, sum-of-parts, peer P/E re-rate are not computed, so 60% 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.

FFO, P/FFO & Distributions

For a REIT, GAAP EPS is meaningless — depreciation is a massive non-cash charge, so REITs are valued on Funds From Operations (FFO ≈ net income + real-estate D&A) and P/FFO, not P/E. Every 'earnings' and 'multiple' figure in this report is therefore on an FFO basis.

Metric Value
FFO / share (trailing) $3.52
P/FFO (current) 37.6x
Dividend yield 2.5%

The valuation runs on FFO × P/FFO (the standard REIT frame); the cash-flow DCF is omitted (a REIT's development/maintenance capex is funded against the asset base, not free cash). The dividend yield (2.5%) is the income anchor; cap-rate / interest-rate moves and same-store NOI drive the scenarios.

Monte Carlo — the outcome distribution

10,000 paths, Student-t shocks (fat tails) with a regime-switching overlay. The median lands at $91.02 and 28% of paths finish above spot. The variance decomposition shows the p/e multiple is the dominant swing factor (48% of variance). Value is a multiple bet: fundamentals move the answer far less than the rating does.

Monte Carlo distribution. Median $91.02; P(price > current) 28%. P10–P90: $43.62–<img src=
Monte Carlo distribution. Median $91.02; P(price > current) 28%. P10–P90: $43.62–$166.

Peer benchmarking — relative value

Against the peer cohort, re-rating to the peer-median EV/Revenue multiple implies $232; the peer-median forward P/E is 22.0x, 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.

Cross-sectional peer benchmarking. Peer-median EV/Rev re-rate → $232 (peer-median fwd P/E 22.0x; no P/E-implied price).
Cross-sectional peer benchmarking. Peer-median EV/Rev re-rate → $232 (peer-median fwd P/E 22.0x; no P/E-implied price).

Across all anchors the spread is 144% 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
CBRE 18.3× 6% 3% segment 50%
CCI 25.8× 8% 48% segment 50%
EXR 33.7× 5% 44% direct 100%
VICI 9.4× 5% 108% broad 25%

Quality-weighted forward P/E: 25.8× (simple median 22.0×). Direct peers count 100%, segment 50%, broad 25%.

Historical-range cross-check: 52-week range $76.62–$135, centre $102 (-16% vs spot); spot sits at the 77th 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 $95.31 (-21% vs spot · triangulated FV)
Downside to bear case (Structural — Obsolescence / Demand Loss (Office/Hotel)) $45.90 (-62% 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
Margin of safety (FV vs spot) -27%
P(price > spot) — Monte Carlo 28%

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): $164.

04Business & Financial Quality

Company Overview & Business Model

Iron Mountain Incorporated — REAL ESTATE · REIT - SPECIALTY. Iron Mountain Inc. (NYSE: IRM) is an American enterprise information management services company founded in 1951 and headquartered in Boston, Massachusetts.

How it makes money.

Segment Rev mix Growth Op margin Key driver
Cyclical REIT (FFO) 100% +3% 15% utilisation + realised rate on re-pricing + cap rates / interest rates

Edge. Narrow moat — Iron Mountain's physical-records storage is a genuinely sticky, high-retention annuity, but the growth premium in the ~37x P/FFO rests on the unproven data-center pivot; if data-center returns disappoint or records volumes decline, the multiple should compress toward a leveraged storage-REIT level in the high-teens to low-20s P/FFO, not a growth-compounder 37x.

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 Op margin EBIT Multiple Capex % Tag
Cyclical REIT (FFO) $7.2B 100% 3% 15% $1.1B 28.0x 12% ESTIMATE
EBIT = segment revenue × operating margin (segment EBITDA not shown — per-segment D&A is not separately disclosed).

Named Exposures

Demand & pricing cycle (FACT/ESTIMATE)

Dimension Assessment
driver utilisation + realised rate on re-pricing + cap rates / interest rates
net_debt_or_cash_b -19.47

Capital intensity & shareholder returns (ESTIMATE)

Dimension Assessment
capex_pct_revenue 0.12
div_yield 0.0252

Structural risk vs optionality (INFERENCE)

Dimension Assessment
downside demand loss / obsolescence — assets re-price below the expiring rate
upside recovery + repricing

Balance Sheet & Liquidity

Metric Value
Net debt $18.9B — highly levered
Net debt / EBITDA 7.41x
Interest coverage (EBIT / interest) 1.3x
Current ratio 0.74x
Lease obligations $2.6B
Cash & ST investments $0.2B

Balance-sheet data as of 2025-12-31 (Alpha Vantage).

Capital Allocation

Metric Value
Free cash flow $-0.9B
Buybacks / dividends $0.0B / $0.9B
Total shareholder yield 2.6%
Payout as % of FCF -102.6%
Reinvestment (capex / OCF) 169.6%
SBC as % of FCF -15.0%
Allocation stance reinvesting

Free-Cash-Flow Quality

Metric Value
FCF margin -12.9%
FCF conversion (FCF / net income) -613.2%
FCF yield -2.6%
Capex intensity (capex / revenue) 31.6%
FCF − SBC (diagnostic) $-1.1B
Capex split (maint / growth) 40% / 60% — Capital-intensive and shifting heavier (capex ~12% of revenue); data-center development dominates growth capex, outweighing the modest maintenance needs of the mature records-storage estate.

Accounting quality: SBC 1% of revenue; cash conversion (OCF/NI) 882% — cash-backed.

Competitive Moat

Moat sources:

  • Physical records-storage switching cost and low box-destruction rates (multi-decade retention annuity)
  • Global real-estate footprint and chain-of-custody trust in regulated document storage
  • Data-center development pipeline - a capital-hungry growth bet, not yet a proven moat
  • Digital/ALM and shredding adjacencies - competitive, lower-barrier services
05Earnings, Consensus & Catalysts

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 +0.67 vs analyst floor +0.06delta +0.62 (n=15 mgmt / 7 Q&A; 89th pctile across the S&P book, z +1.3).

Flag: ELEVATED — management unusually upbeat vs the analyst floor relative to peers (disconfirmation watch).

Quarter Mgmt Analyst Delta
2026Q2 +0.67 +0.06 +0.62
2026Q1 +0.62 +0.00 +0.62
2025Q4 +0.59 +0.00 +0.59
2025Q3 +0.61 +0.39 +0.22

News (last 365d, 1065 articles): avg ticker sentiment +0.12 (bullish 24% / bearish 11%)

Consensus & Market Expectations

Reference Value
Street target (mean) $145 (+19% vs spot · street)
House target $98.56 (-31.8% vs street)
Sell-side coverage 11 analysts (SB 4 / B 6 / H 0 / S 1 / SS 0; net score 0.59)
Consensus FY EPS $2.48 (reference only — house values on EV/EBITDA)
Consensus FY revenue $8.0B; house below (-6.4%)

_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

  • 2026-10-20 (~57d) — Data-center leasing / MW-signed milestone update (authored)
  • 2027-01-30 (~159d) — 2027 AFFO and dividend-growth guidance (authored)

Forecast Track Record

  • EPS surprise: beat 62% of the last 8 quarters; average surprise +4.5%.
  • Prior-forecast backtest (12 snapshots, 2026-06-27→2026-08-20): directional hit-rate 92%; mean predicted -20.1% vs realised -1.8%. 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.

When Catalyst Type Importance Confidence
2026-09-15 (in 21d) Ex-dividend $0.86/sh dividend 0.9
2026-09-16 (in 22d) FOMC rate decision + SEP dot plot macro ●● 0.8
2026-09-18 (in 24d) Quarterly options-expiry cluster (3rd Friday) opex_cluster 1.0
2026-10-14 (in 50d) September CPI macro ●● 0.8
2026-10-20 (in 56d) Data-center leasing / MW-signed milestone update authored 0.7
2026-10-28 (in 64d) FOMC rate decision + press conference macro ●● 0.8
2026-12-09 (in 106d) FOMC rate decision + SEP dot plot macro ●● 0.8
2026-12-18 (in 115d) Quarterly options-expiry cluster (3rd Friday) opex_cluster 1.0
2027-01-27 (in 155d) FOMC rate decision + press conference macro ●● 0.8
2027-01-30 (in 158d) 2027 AFFO and dividend-growth guidance authored 0.7
2027-03-17 (in 204d) FOMC rate decision + SEP dot plot macro ●● 0.8
2027-03-19 (in 206d) Quarterly options-expiry cluster (3rd Friday) opex_cluster 1.0
2027-04-28 (in 246d) FOMC rate decision + press conference macro ●● 0.8
2027-06-09 (in 288d) FOMC rate decision + SEP dot plot macro ●● 0.8

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

06Risks & Falsification
Issue Probability Valuation sensitivity Horizon
Data-privacy and records-retention regulation (a demand tailwind for compliant storage/destruction) medium (~35%) low - net positive for the storage franchise; ~1-2% of FV 12-24m
Data-center power/grid-interconnect and local permitting constraints medium (~40%) medium - the data-center growth engine depends on power access; delays hit the growth premium; ~4-6% of FV 12-24m
REIT tax-status and interest-deductibility rules given high leverage low (~20%) medium - changes to interest deductibility would pressure a highly levered balance sheet; ~2-4% of FV 12-24m

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

Scenario Macro & Key Risks

Scenario Macro assumption Key risk
Cyclical Occupancy / RevPAR Decline Cyclical occupancy/RevPAR-type decline and weaker storage pricing for 1-2 years Rate-sensitive REIT valuation and high leverage amplify the FFO hit
Base — Stabilization + FFO Records annuity stabilizes and data-center leasing ramps; FFO grows steadily Data-center capex outpaces AFFO, straining the dividend and requiring external funding
Growth — Recovery / Conversion / Pricing Data-center leasing, storage pricing and digital-services conversion all accelerate The growth pivot is capital-hungry; returns on the data-center build come in below cost of capital
Bull — Re-Rate Rate-cut cycle and AI-data-center enthusiasm re-rate the name as a growth REIT A 37x P/FFO on a levered storage base is priced for perfection; any AFFO miss triggers sharp de-rating

Scenario-macro rows withheld pending re-authoring: 1 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).

Rule Condition Observed Triggered
R1-valuation-stretch expected return vs fair value < -12 (upside_pct) -18.67 YES
R2-valuation-opportunity expected return vs fair value > 15 (upside_pct) -18.67 no
R3-street-revisions street net rating stance < -0.25 (extended.consensus.street_score) 0.59 no
R4-earnings-quality cash conversion of earnings < 80 (extended.accounting_quality.cash_conversion_pct) 881.6 no
R5-technical-breakdown price vs 200-day SMA < 0.85 (technicals.sma_200) 1.13 no
R6-vol-regime-shift IV/RV vol-risk premium > 1.4 (options_overlay.iv_rv) 1.02 no

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:

  • Global RIM (records & information management) organic storage rental revenue growth, YoY < 0.02 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
  • Data-centre leased-and-committed capacity (MW) added per year vs the ~130MW annual leasing run-rate < 90 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
  • AFFO / share growth, YoY < 0.04 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
  • Net-debt / adjusted EBITDA leverage > 5.7 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
  • Dividend-payout ratio on AFFO > 0.72 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)

Fact / Inference / Speculation

  • FACT: Spot $121; 52-week range $76.62–$135; engine rating SELL; house target $98.56 (-19%). (source: Alpha Vantage 2026-08-24, 25 August 2026)
  • INFERENCE: Triangulated FV $95.31 (-21% vs spot · triangulated FV); the rating tracks the Monte-Carlo + scenario-PWEV 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.
07Portfolio & Options

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.

41.6/100 (confidence band 29.2–53.9), 4th percentile of 858 covered names (as of 2026-08-24). Weighted composite under config ros-1.19.0 — every component and its inputs below.

Component Score (0–100) Weight Inputs
business quality 39 15% extended.fcf_quality.fcf_margin_pct, extended.balance_sheet.net_debt_to_ebitda, extended.accounting_quality.cash_conversion_pct
financial strength 9 10% extended.balance_sheet.net_debt_to_ebitda, extended.balance_sheet.interest_coverage
valuation 31 15% upside_pct
growth 50 10% reconciliation.ttm_revenue_billions, reconciliation.fy_guide_revenue_billions
earnings visibility 62 10% extended.forecast_accuracy.eps_surprise.beat_rate_pct
moat 51 10% enrichment.moat.rating
technical trend (heuristic — no validation record; weight change reserved for AM-060) 52 10% technicals.rsi, technicals.sma_50, technicals.sma_200
macro tailwinds 10% industry_context.house
risk profile 43 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: 43.7 → 43.7 → 50.4 → 44.2 → 44.2 → 41.5 → 41.6 → 41.6.

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 — Obsolescence / Demand Loss (Office/Hotel) 20% $45.90 -62.1% -12.4pp
Cyclical Occupancy / RevPAR Decline 17% $75.80 -37.5% -6.4pp
Base — Stabilization + FFO 35% $103 -14.8% -5.2pp
Growth — Recovery / Conversion / Pricing 20% $133 +9.7% +1.9pp
Bull — Re-Rate 8% $164 +35.0% +2.8pp
Aggregate Value
Expected return (gross, 1y) -19.2%
Expected return net of SBC dilution -19.2%
Outcome dispersion (σ, from MC p10–p90) 39.5%
Expected Sharpe (rf 4%) -0.59
Downside expectation (prob-weighted loss branches) -24.0%

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) -19.2%
Risk-free rate 4.01% (1y proxy (3m/2y midpoint; AV lacks a 1y tenor), as of 2026-08-13)
Beta (shrunk, 1y vs SPY) 1.08 (as of 2026-08-24)
Equity risk premium 4.5%
Required return 8.9%
Expected alpha -28.1%
Alpha per unit risk (EA/σ) -0.71

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 28.9% (1σ) 25.7% implied broadly consistent with the market's implied uncertainty
Mass above spot: scenarios vs our own MC 28.0% 28.4% the two expressions of our own view agree
Realised scenario frequency 23 dated anchors 23 dated anchors available; realised-vs-prior comparison is now meaningful.

Authored set: 5 scenarios, probabilities summing to 1.0, mean target $97.89.

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.

Style Percentile Theme Percentile
Growth 61 AI 79
Value 6 Cloud 67
Quality 16 Semis 81
Momentum 83 Consumer 48
Low-Vol 25 Rates 88
USD 15
Energy 81

Market interaction: correlation vs SPY +0.49, vs QQQ +0.43 (trailing ~1y daily returns).

Options Intelligence

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

  • bearish/holder — hedge the position; a collar finances the put by capping upside
  • Direction bearish from the overlay conviction/rating (read-only input).
  • IV/RV at the 51st 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 67th percentile of its own month-end history (decile 7). 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 +4.9pp) — favour longer-dated ownership (LEAPS) or calendars that are long the cheaper front.

IV term structure (contango, slope +4.9pp): 32-DTE 33% · 116-DTE 38% · 389-DTE 38%

Priced structure Value
Legs Long 120 P
Expiry 2027-03-19
Max loss $11.60

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

Alternatives: Collar, Put Debit Spread. 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

research rating is SELL-tier — the model carries no long position.

Parameter Value
Initial position 0.00% NAV
Maximum position 0.00% NAV
Risk budget 0.00% NAV
Annualized outcome σ (MC) 39.5%
Indicative holding period 6–18 months
Liquidity high, ~$213M ADV (adv usd 21 (split-adjusted 21d average, AM-046))
Rebalancing trigger position drifts ±25% from target weight, or the decision-rules stance changes

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 SELL equity view. Chain as of 2026-08-24 — end-of-day marks — indicative, not executable quotes.

Market signals — ATM IV 32.7% (moderate regime) · expected move ±7.6% (2026-09-25) · put/call OI 2.27 · ATM Δ 0.54 / Θ -0.07 / ν 0.14. Direction: SHORT/HEDGE (implied return -21.4% to triangulated fair value $95.31).

Bear Put Spread (Bearish) — Long 120 P / Short 95 P · 2027-03-19 · net debit $8.15 · max profit $16.85 · breakeven $111.85 · RoR 207.0% · max loss $8.15 · priced from the listed chain (EOD marks)

Defined-risk downside expression: the debit caps the loss, with the position gaining as the stock falls toward the lower strike — a way to act on a bearish view without shorting stock. Illustrative — no outcome is implied or guaranteed.

Protective Put (if held) (Hedge) — Long 120 P · 2027-03-19 · premium $11.6 · floor -1.0% · max loss $11.60 · priced from the listed chain (EOD marks)

Insurance for an existing holding — a known premium buys a floor while leaving the upside intact. A way to hold through a binary event or volatility with defined downside.

Protective Collar (if held) (Hedge) — Long 110 P / Short 135 C · 2027-03-19 · net $-0.45 · floor -9.0% · 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.

08Model Transparency

Rating Bridge

Rating = SELL because:

  • Probability-weighted scenario value implies -19% vs spot
  • Monte Carlo median implies -25% vs spot
  • Bear case (Structural — Obsolescence / Demand Loss (Office/Hotel)) downside is -62% vs spot
  • Net: the valuation anchor itself sits 21.4% 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.

Assumption Register

Assumption Value Used in Source
SBC dilution 0.0%/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 $7.2B reported fact 10-K/10-Q via AV High Forecast base, EV/Rev
FY+1 guided revenue $7.5B company guidance Company guidance Medium Forecast, SoP
Consensus FY EPS $2.4795 consensus estimate Sell-side consensus via AV Medium Variant perception
Diluted shares 0.299B reported fact 10-K via AV High Market cap, per-share
Net debt / cash $18.893B reported fact Balance sheet via AV High EV, DCF equity bridge

Research Provenance

Field Value
Quantitative engine mch_stock_engine v2.0
Research OS config ros-1.19.0
Analysis as-of 2026-08-25 (prices 2026-08-24)
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

No DCF anchor is meaningful for this asset; the blend leans 62% on probability-weighted scenarios and 37% on the Monte Carlo median — the scenario probabilities are the load-bearing inputs.

09Appendix & Audit Trail
Appendix & audit trail — source log, data provenance, disclosures

Source Log

Source Type Date Used for Reference
Alpha Vantage — GLOBAL_QUOTE / OVERVIEW market data 2026-08-24 Price, market cap, EV, 52-week range, forward P/E Alpha Vantage 2026-08-24
Company income statement (10-K / 10-Q) via Alpha Vantage reported fact 2026-08-24 Revenue, gross/operating margin, EBIT, interest expense INCOME_STATEMENT / latest annual
Company balance sheet (10-K / 10-Q) via Alpha Vantage reported fact 2026-08-24 Cash, debt, net debt, leases, equity, coverage BALANCE_SHEET / latest annual
Company cash-flow statement (10-K / 10-Q) via Alpha Vantage reported fact 2026-08-24 Operating cash flow, capex, FCF, buybacks, dividends, SBC CASH_FLOW / latest annual
Company earnings releases via Alpha Vantage reported fact 2026-08-24 Reported EPS, surprise history EARNINGS / quarterly
Sell-side consensus via Alpha Vantage consensus estimate 2026-08-24 Forward revenue/EPS consensus, analyst count EARNINGS_ESTIMATES
Earnings calendar via Alpha Vantage market data 2026-08-24 Next earnings date, catalyst timing EARNINGS_CALENDAR
Company guidance company guidance 2026-08-24 FY guided revenue / non-GAAP EPS basis company guidance / earnings call
MCH segment model (from filings & disclosures) house estimate 2026-08-24 Segment revenue, margins, multiples, AI decomposition company_context (authored, tagged)
MCH qualitative analysis inference 2026-08-24 Moat, regulatory risk, scenario macro, catalysts company_context enrichment (authored)
MCH investment thesis & falsification triggers house estimate 2026-08-24 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 personalised investment 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 Advisory 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.

Forecast record. Across 480 pre-registered anchors, the direction implied by our targets has been right 43.6% of the time — below the 50% a coin flip would give, with a Brier score of 0.268 against 0.25 for that same coin flip (lower is better). The tier-level picture is mixed: sector-relative alpha on SELL calls excludes zero, on BUY calls it does not, and the flattering aggregate is carried by HOLD, which counts as a hit merely for tracking its benchmark. Read the target below with that in mind — and see the full accuracy record. Samples are thin and windows short; nothing here is settled in either direction.

Disclosures. This document is produced by MCH Advisory Services for informational and quantitative-research purposes only. It does not constitute investment, financial, legal or tax advice, nor an offer or solicitation to buy or sell any security. Price targets and probabilities are model outputs, not guarantees; past performance and backtested/simulated figures are not reliable indicators of future results. The author may hold positions in instruments mentioned and is not a registered financial adviser. Conduct your own due diligence and consult a qualified, registered adviser before making any investment decision.