Architecture
Cartographer
Continuously indexes 3,000+ funds from public sources — websites, SEC filings, partner blogs, podcasts.
Profiler
Extracts your company's features from pitch decks, transcripts, and metrics. Structured for semantic matching.
Matchmaker → Analyst
Ranks funds by fit, then Claude Opus writes per-fund briefs with skip/pursue recommendations and intro paths.
The Funnel
Total Funds
Indexed from public sources
Hard Filter
Stage, geo, check size match
Semantic Match
Vector similarity ranking
Briefs Written
Opus analyst-grade output
Outcome
Pursue
Maybe
Skip
Capabilities
3,000+ funds indexed from public sources. Thesis text, partner content, recent deals — continuously refreshed.
Claude Opus writes per-fund briefs: why this fund, why this partner, likely objections, framing advice.
Graph algorithm maps the shortest warm path to each target partner through your existing network.
Every LLM call logged. Full cost tracking per fundraise packet. Target: <$50 for 30 briefs.
Funds Indexed
AI Agents
Tests Passing
Source Files