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Venture Studio · Build
A venture studio built the knowledge graph BEFORE the AI agents
A KB-first build for a private investment firm. Models LPs, funds, portcos, and decision rationale before bolting on Lindy agents — exactly because a prior agent-first attempt had failed.
The problem
A venture studio had previously tried a Lindy executive-assistant build that failed because there was no institutional knowledge graph underneath. The principal wanted the firm "AI native" — proper KB before agents. Need to model LPs, funds, portcos, ingest emails and meeting transcripts and data rooms, and extract investment decision rationale.
What we built
- Knowledge graph foundation (final docs only — no draft noise)
- Historical investment-decision extraction pipeline
- Dashboard MVP in Replit
- Staged plan to layer AI agents on top once the KB is solid
Stack
Outcome
Active build. Several onsite working sessions delivered.