← INPUTFounder artifactsEmails. Decks. Diligence Q&A. Narrative iteration.← INPUTInvestor behaviorCommitment rate. Objections. Resonance. Checks.← INPUTOutcomesMet. Passed. Term sheet. Closed.← INPUTNetwork pathsWarm intros. Co-investors. Backed-by signals.← INPUTMarket signalCohort timing. Sector benchmarks. Pass reasons.OUTPUT →Sharper matchesRight investors, right time, right fit.OUTPUT →Smarter briefsTailored to each investor's pattern.OUTPUT →Tighter introsHigher conviction. Faster closes.

Every signal feeds back. Every raise sharpens the next.

Five categories of signal. Every email sent, every meeting taken, every term sheet signed, every soft pass — all of it. The matching gets sharper. The next founder benefits from yours.

The flywheel

22 feedback loops.

Outreach patterns. Pitch iteration. Diligence topics. Investor objections. Cohort benchmarks. Recommendation accuracy. The system learns from every interaction.

Ground truth

Behavior, not promises.

We track what investors actually do — checks written, ghosts logged, meetings taken — not what their website says. Real behavior reshapes future matches.

Privacy by design

Aggregates only.

No founder can identify another founder's pipeline. Investor behavioral profiles cross N ≥ 2 thresholds before surfacing. The network gets smarter without exposing anyone.