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PitchDeck Coroner

We perform autopsies on dead startup pitches so you don't have to die with them.

Build Status Rust Claim Validator Integrations Waitlist


What is this

PitchDeck Coroner ingests pitch decks — PDF, PPTX, Google Slides links, whatever — and produces a forensic cause-of-death report. TAM slides that don't add up. Competitive moats that are actually puddles. Founder bios with suspiciously round numbers. We find it all.

Started this after sitting through 40 minutes of a deck that cited a Gartner report from 2011. I was too polite to say anything. This tool is not polite.


Waitlist

Status: CRITICALLY OVERSUBSCRIBED

We were at ~300 signups when I went to bed on March 12th. I woke up and there were 2,800. I don't know what happened. Netlander posted it somewhere I think. If you signed up after March 19th you are probably not getting in before Q3. Lo siento.

If you're an existing beta user and your invite link broke it's because I rotated the token — check your email from March 27th, I sent new ones.


New in this release

Autopsy Pipeline v2

This is the big one. v1 processed slides sequentially which meant a 40-slide deck took forever and the section-correlation logic was basically nonexistent. v2 runs a parallel extraction pass first, builds a structural graph of the deck, then runs analysis passes that can actually reference earlier slides when they find something suspicious.

Concretely: it now catches the thing where founders define TAM on slide 4 and then cite a completely different number on slide 19. v1 never caught that. Drove me insane.

Pipeline config lives in autopsy/v2/pipeline.toml. Don't touch legacy_mode = false unless you know what you're doing — turning it back on breaks the competitor trajectory stuff (see below).

Competitor Trajectory Heatmaps

New visualization module. Instead of just flagging "competitor section seems thin," it now pulls trajectory data for any named competitors it can identify and renders a heatmap showing momentum over the last 18 months. If the pitch is claiming a competitor is dying but their hiring graph looks like a hockey stick, you'll see that immediately.

Powered by the new CompetitorPulse integration. That's one of the 6 new integrations this release — full list below.

Rust Claim Validator Rust Claim Validator

Yes this is real. Decks that claim to be "built in Rust" or "rewriting in Rust" now get their GitHub repos cross-referenced. You would be surprised how often "we chose Rust for memory safety" is followed by a Python monorepo with one .rs file that's clearly a demo. The badge above is for this tool itself. We eat our own cooking.


Integrations (17 total)

Up from 11 last release. New additions:

Integration What it does
CompetitorPulse Hiring + funding trajectory data for heatmaps
DeckRegistry Pro Pulls historical versions of publicly filed decks
FounderGraph API Co-founder relationship mapping (useful for spotting missing credits)
MarketWatch Oracle (PHP) Real-time market sizing cross-reference — see warning below
CapTable Verifier Sanity-checks dilution math on cap table slides
Rust Claim Validator See above

Full integration docs in /docs/integrations/. Reza wrote most of the CompetitorPulse connector, credit where it's due.


⚠️ PHP Market Oracle — MANUAL WARM-UP REQUIRED AFTER COLD DEPLOYS

I cannot stress this enough because I spent 6 hours debugging this last Tuesday.

The MarketWatch Oracle integration is written in PHP (I didn't choose this, the vendor API client is PHP, don't @ me). After any cold deploy — including container restarts, Heroku dyno cycling, anything — the oracle process does NOT auto-initialize. It will silently return stale cached data from whenever it last warmed up. No error. No warning. Just confidently wrong market size numbers.

You must run the warm-up script manually:

php artisan oracle:warmup --force --clear-stale

Or hit the /api/v2/oracle/warmup endpoint with a POST and { "force": true } in the body.

I have a TODO to automate this as a deploy hook (#JIRA-8827, blocked since February, Farrukh is looking into it). Until that's resolved, please just do it manually. I put a note in the deploy checklist too. If you skip it and open an issue about wrong TAM numbers I will be sad.


Running locally

git clone https://github.com/pitchdeck-coroner/pitchdeck-coroner
cd pitchdeck-coroner
cp .env.example .env
# fill in your keys — the Oracle PHP service needs MARKETWATCH_API_TOKEN set
docker-compose up

Takes about 90 seconds to start. The Rust validator service starts slow on first run, that's normal, it's compiling. Don't kill it.


Known issues

  • Heatmap rendering breaks on decks with non-ASCII competitor names. Working on it. (#441)
  • The "executive summary" PDF export sometimes cuts off the last recommendation if it's longer than ~200 chars. Workaround: use JSON export.
  • FounderGraph occasionally returns 429s during US market hours. We have no rate limit backoff yet. // TODO ask Dmitri about the queue implementation he mentioned

Tech

Elixir backend, React frontend, Rust for the claim validator, PHP because life is suffering. Postgres. Redis for the pipeline job queue.


License

MIT. Do whatever. If you use this to roast a founder to their face please don't tell me about it.

— N.

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