Active · MemoPop WG

MemoPop AI

Investment memos that pop — structured, citation-rich, and generated alongside the diligence rather than after it.

Part of: Data-Driven Venture · Hack & Ship

Why this exists

The investment memo has barely changed in 30 years: 8–15 pages, written after diligence, read once at IC, then filed. We think it should be:

  • Drafted during diligence, not after — so the act of writing surfaces gaps in the work.

  • Structured for both humans and machines — same content, queryable later (e.g., "show me every memo where we flagged regulatory risk").

  • Traceable — every claim links back to a source artifact (call notes, model output, founder reference).

What we're building

  • A memo template that's structured enough to be parsed, loose enough to be readable.

  • An agentic loop that ingests diligence artifacts (call transcripts, data room files, model outputs) and produces draft memo sections.

  • A queryable memo archive — not RAG over PDFs, but structured queries over a memo collection.

Working group expectations

  • Bring a memo in flight, real or sanitized. Generic templates aren't enough to find the rough edges.

  • Be willing to share what you'd actually write to your IC. The point is partner-meeting-grade output.

Open questions

  • How much structure is too much? At some point a structured memo becomes a form-fill exercise.

  • What's the right relationship between a memo and a thesis document — same artifact or sibling artifacts?