Autodesk Inc (ADSK)

Rating: HOLD

HOLD (5-tier) · cyclical compounder · conviction: medium

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

Methodology: Valuation triangulated across five independent anchors — Monte Carlo (Student-t + regime switching), an independent DCF, peer re-rating, a sum-of-parts, and a scenario-weighted PWEV. Figures reconciled to Alpha Vantage 2026-06-27. 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.

Investment Committee Summary

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

Rating Bridge

Rating = HOLD because:

• Probability-weighted scenario value implies -8% vs spot
• Monte Carlo median implies -18% vs spot
• DCF fair value implies +9% vs spot — but this is terminal-value sensitive (exit-multiple $231 vs Gordon $267, 15% apart), so it carries less weight
• Bear case (Structural — AI Disruption / SaaS De-Rate) downside is -61% vs spot
• Net: reward/risk of 0.0× is not asymmetric enough for a Buy and not impaired enough for a Sell — hence Hold.

Investment Thesis

At $194.42 (27 June 2026), Autodesk trades on roughly 14.9x forward earnings against a software peer median of 25.3x, and at 5.3x EV/revenue versus a 9.8x peer median. The market is pricing a seat-based licensing model whose growth decays and whose AI optionality is worth little. The engine differs in degree, not direction: the probability-weighted target of $195.15 blends a 35% base case (10% growth, 41.8% operating margin, roughly $13.6 of EPS) worth $202.52 against a combined 37% weight on recession and structural AI-disruption paths, while the DCF anchor of $230.68 (9% WACC, 13x terminal) sits above spot. That mix supports HOLD rather than BUY: the discount to peers is real, but the downside weight is too heavy to pay up, and 91% of Monte Carlo variance sits in the multiple, not the fundamentals — the cheapness is a bet on the tape re-rating it. The single most damaging risk is AI-native design tooling breaking per-seat pricing, which would compress earnings and multiple together toward the $85.87 structural target.

The dashboard below is the whole argument on one page: spot ($212) against each valuation anchor, the scenario tree, technicals and the options-implied move.

Anti-Thesis (The Real Bear Case)

The structural bear does not require a recession — only that generative AI does to seat-based CAD what it is already doing to adjacent creative software. Autodesk charges per named user; AI copilots that let one engineer produce the drawings of three shrink the seat count the model depends on, while AI-first entrants without DWG-era legacy attack greenfield accounts on price. Net revenue retention slips below 100%, revenue contracts around 6%, and the defensive spend needed to respond compresses operating margin toward 30%. Earnings and the multiple then fall together: roughly $8.40 of EPS on a 10x multiple gives the $85.87 structural target, far below the 52-week low of $185.50. At a 20% probability this is the largest single non-base weight in the scenario set, and it is the one path a cheap-versus-peers argument cannot answer.

Key Debate

P/E Multiple explains 91% 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.

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 +0.47 vs analyst floor +0.23 → delta +0.24 (n=35 mgmt / 24 Q&A; 21th pctile across the S&P book, z -0.9).

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

News (last 365d, 1000 articles): avg ticker sentiment +0.24 (bullish 38% / bearish 3%)

Scenario Analysis

The tree runs from a structural 'Structural — AI Disruption / SaaS De-Rate' downside ($84) to a 'Bull — Re-Rate' bull case ($344); the probability-weighted blend (PWEV $195) is -8% versus spot.

Scenario rationale — what each probability buys (the driver path behind every target):

• Structural — AI Disruption / SaaS De-Rate (20%, $84). Structural impairment — AI disruption / SaaS de-rate: earnings AND the multiple compress together. Target sits below the 52-week low by construction. Drivers — implied_target: 85.87; probability: 0.2.
• Enterprise-Spend Recession (17%, $144). Cyclical downturn — software/SaaS spend + net retention + AI monetization vs AI disruption weakens for 1–2 years before normalising. Drivers — implied_target: 145.82; probability: 0.17.
• Base — Seat + Retention Growth (35%, $204). Mid-cycle — normalised software/SaaS spend + net retention + AI monetization vs AI disruption; disciplined capital allocation; steady returns. Drivers — implied_target: 202.52; probability: 0.35.
• Growth — AI Monetization / Platform (20%, $272). Upside — AI monetization + platform expansion lifts earnings above mid-cycle; the multiple expands modestly. Drivers — implied_target: 273.41; probability: 0.2.
• Bull — Re-Rate (8%, $344). Upside tail — sustained tight conditions or a structural re-rate on AI monetization + platform expansion. Drivers — implied_target: 345.3; probability: 0.08.

Valuation Triangulation

Five anchors — but read them with their basis in mind. The Monte Carlo, the DCF terminal, and the peer re-rate all key off a market multiple, so they are not fully independent; only the discounted cash flows themselves are genuinely multiple-free. The discipline is to read the spread and weight the cash-based view, not to treat five numbers as five independent votes.

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.

peer P/E re-rate excluded from the weighted blend — diverges >55% from the Monte-Carlo / scenario core. For a high-leverage equity the per-share DCF (enterprise value less large net debt) is hypersensitive to the terminal multiple; a peer re-rate across heterogeneous margins is apples-to-oranges. Shown above for reference; the blend leans on the multiple-discipline and scenario anchors.

Monte Carlo — the distribution, not a point

10,000 paths, Student-t shocks (fat tails) with a regime-switching overlay. The median lands at $175 and 30% of paths finish above spot. The variance decomposition shows the p/e multiple is the dominant swing factor (91% 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 9.0%, 13x terminal FCF multiple → $231. This anchor is deliberately the heaviest (41%): 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 forward multiple (P/E 25.310000000000002x) implies $329. A premium is only justified by superior growth/margins; otherwise it is multiple risk. Weighted just 12% so the market's mood does not drive the fair value.

Across all anchors the spread is 80% of the median — wide (genuine disagreement — the blend carries low valuation confidence).

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)

Industry Context — Information Technology — Software

This name sits in the Information Technology — Software as a software. software/SaaS spend + net retention + AI monetization vs AI disruption Its scenarios are not guessed in isolation — they inherit a single, shared view of the cluster's driver cycle, so the names that depend on the same event are mutually consistent.

Value chain: ORCL (software) · CRWD (software_hypergrowth) · APP (software) · CRM (software) · FTNT (software) · CDNS (software) · SNPS (software) · DDOG (software_hypergrowth) · ADBE (software) · INTU (software) · ADSK (software) · WDAY (software) · FICO (software) · VRSN (software) · AKAM (software) · GEN (software) · PTC (software) · TYL (software) · TRMB (software) · GDDY (software)

Mapping note: name-level 'Structural — AI Disruption / SaaS De-Rate' (20%) + 'Enterprise-Spend Recession' (17%) map to cluster AI Disruption / SaaS De-Rate (37%); name-level 'Growth — AI Monetization / Platform' (20%) + 'Bull — Re-Rate' (8%) map to cluster Upside — AI Monetization / Re-Rate (28%) — the cluster row is the SUM of the mapped scenario probabilities, not a different estimate.

On the cluster's key downside — AI Disruption / SaaS De-Rate () — this name implies 37% vs the cluster house view of 37% (in line with the house). The cluster's full cross-stock reconciliation governs that the names which ride the same capex cycle assign it comparable odds.

Structure: Shared State — The it_software cycle is the shared macro driver. Driver — enterprise software/SaaS spend + net retention + AI monetization vs AI disruption Dispersion — Members differ by cyclicality (quality compounders vs deep cyclicals).

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 9.0% · Σ PV(FCF) $13B + PV(terminal) $34B = EV $47B; + net cash → equity $47B ÷ diluted shares 0.20B = $231/share (exit-multiple terminal).

• Gordon (perpetuity-growth) terminal at 2.5% → $267/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 ≈ 389% vs WACC 9% → above WACC — the build is value-creative.

Peer set

Peer-median fwd P/E → $329; EV/Rev → $359.

Weighted fair-value math

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 Enterprise Software multiple (AI re-rating) (base 15x)

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.

Balance Sheet & Liquidity

Balance-sheet data as of 2026-01-31 (Alpha Vantage).

Capital Allocation

Free-Cash-Flow Quality

Accounting quality: SBC 10.5% of revenue; cash conversion (OCF/NI) 218% — cash-backed.

Catalyst Calendar

• 2026-08-27 (~50d) — Quarterly earnings — est. EPS $2.35 (AV EARNINGS_CALENDAR)
• 2026-09-29 (~83d) — Autodesk University 2026 - AI / platform (Forma, generative design) roadmap (authored)
• 2026-11-25 (~140d) — FY2026 Q3 results and FY2027 billings / margin framework (authored)
• 2027-03-01 (~236d) — Activist / capital-allocation and go-to-market transition update (authored)

Forecast Track Record

• EPS surprise: beat 100.0% of the last 8 quarters; average surprise +6.7%.

Competitive Moat

Wide moat. Autodesk's moat is file-format lock-in (DWG/RVT), an education-to-professional funnel and deep AEC/manufacturing workflow entrenchment; this supports a terminal multiple above the market despite the cheap forward P/E. FALSIFIABLE: if generative-design tools or open formats break the DWG/RVT standard and net revenue retention falls below ~100%, the moat is impaired and the terminal multiple should sit at the market ~16x, not a software premium.

Moat sources:

• DWG / RVT file-format dominance in AEC and manufacturing (workflow standard)
• Education licensing funnel training the next generation of professional users
• High switching costs from embedded multi-tool project workflows (BIM mandates)
• Subscription/named-user model improving revenue visibility and retention

Regulatory & Legal Risk

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

Scenario Macro & Key Risks

What the Market Is Pricing In

The house DCF sits 9% above spot, so the market is pricing in less than the house case — roughly 1.1pp of revenue CAGR.

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

Peer Quality & Weighting

Quality-weighted forward P/E: 22.0× (simple median 25.310000000000002×). Direct peers count 100%, segment 50%, broad 25%.

Historical-range cross-check: 52-week range $186–$329, centre $247 (+16% vs spot); spot sits at the 19th percentile of the range. Low-weight mean-reversion cross-check, not a fundamental anchor.

Risk / Reward & Margin of Safety

Reward/risk compares triangulated upside against the probability-weighted bear target, not the extreme tail. Bull case (Bull — Re-Rate): $344.

Assumption Register

Sensitivity-ranked drivers (widest fair-value swing first): Revenue CAGR ±3pp (57.0); Terminal × ±15% (50.0); Op margin ±3pp (32.0); WACC ±1pp (19.0); Capex intensity ±15% (1.0).

Inputs, Sources & Confidence

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

Source Log

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.

Load-Bearing Assumptions

DCF: WACC 9%, terminal multiple 13×, FY+5 revenue $11B. Triangulation leans 41% on DCF, 29% on PWEV.

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:

• Total revenue growth YoY (constant currency) < 5% (2 consecutive prints → it_software). Base path assumes 10% growth; the Enterprise-Spend Recession path assumes 0%. Two prints below the 5% midpoint indicate the recession scenario is materialising and the 35% base weight is too high.
• Current remaining performance obligations (cRPO) growth YoY < 8% (2 consecutive prints → it_software). cRPO leads recognised revenue by two to four quarters. Sustained sub-8% cRPO growth means the 10% base revenue assumption cannot hold into FY+1 regardless of the current print.
• Non-GAAP operating margin < 39% (2 consecutive prints → it_software). Base path carries a 41.8% margin; the recession path carries 36%. Two prints below the 39% midpoint signal either defensive AI spend or pricing pressure, both of which break the base EPS of roughly 13.6.
• Net revenue retention < 100% (2 consecutive prints → it_software). The structural AI-disruption path requires the installed base to shrink in dollar terms. NRR below 100% for two prints is the direct observable of seat compression and validates raising the 20% structural weight.
• Full-year free cash flow guidance < $2.0B (single event → it_software). FY2026 delivered roughly $2.41B of FCF (OCF $2.452B less capex $0.043B). A guide cut below $2.0B would signal collections or renewal deterioration ahead of the revenue line and undermine the DCF anchor of $230.68.

Fact / Inference / Speculation

• FACT: Spot $212; 52-week range $186–$329; engine rating HOLD; base-case target $195 (-8%). (source: Alpha Vantage 2026-06-27, 8 July 2026)
• INFERENCE: Triangulated FV $208 (-2% vs spot · triangulated FV); the rating tracks the Monte-Carlo + scenario-PWEV core; the cash-flow anchor sits above the multiple-discipline core.
• SPECULATION: At current prices the embedded bet is that the market keeps paying the current multiple through the capex cycle — a regime call the engine cannot verify from fundamentals alone.

Recommendation: HOLD

Balanced: triangulated fair value $222 (+5% vs spot); the outcome hinges on P/E Multiple. The debate is P/E Multiple — fundamentally a multiple/regime call.

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.

• 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.