Ingest
Decks, filings, founder comms, web signals — every artefact parsed into structured claims.
›parsePitch deck v7 · 42 slides → 214 claims
›parseCH filing 2024-12 → 38 obligations
›parseTranscript 41m → 96 quotable passages
15 agents run in orchestrated waves. Every claim carries a link back to the artefact that proved it. Every memo is versioned. Nothing is ever believed without a source.
Decks, filings, founder comms, web signals — every artefact parsed into structured claims.
Each claim is tagged to its source position — page, line, cell. No fact without provenance.
Deterministic scenarios — CAC shocks, runway extensions, supplier concentration, dilution.
Findings compose into a structured memo — TL;DR, scorecard, risks — versioned on every change.
Diligence doesn't end at the memo. The swarm re-runs when new filings, press, or signals land.
Hover any claim in a memo and see the exact artefact, page, and line it came from. The pipeline refuses to output claims it can’t cite.
Net revenue retention has held above 120% for the last four quarters, with cohort margins improving from 41% to 58% 3 sources as the self-serve funnel scales. Payback sits at 14 months on blended CAC, though concentration with one acquirer remains a flag 1 source in the Q3 financials.
The Planner decomposes a deal into parallel jobs. Specialists run concurrently. The Synthesiser composes. The Validator blocks anything unsourced.
Each new filing, each new quarter, each Planner re-run produces a new memo version. You can always see what changed and why.
No opaque model in the critical path. Every score maps to a rubric line with a fixed weight.
Hover any phrase in a memo and see the original page, line, or cell it came from.
Scores are computed from a fixed rubric. No opaque model calls in the critical path.
Every memo has a hash and a diff. You can see exactly what changed between v2.3 and v2.6.