Graph RAG · Live reasoning

Watch the graph
think.

A live thesis enters the Private Capital Network — ingesting, connecting, embedding, retrieving and reasoning across the market as you scroll.

▸ Source founder-led companies with operator overlap and a recent capital event.
Scroll to run the thesis
thesis ▸ founder-led · operator overlap · recent capital event · accelerating revenue
01IngestCompanies, funds & filings stream in
02ConnectRelationships map across the market
03EmbedTheses encode into vector space
04RetrieveYour mandate pulls the matching subgraph
05ReasonEvidence is weighed → conviction

Why a graph

Answers live in the relationships, not the rows.

Traditional search returns a list. Graph RAG returns a chain of reasoning — the connected evidence that explains why a company fits, who's behind it, and what just changed.

Companies

Startups & businesses with live trajectories.

Operators

Founders, executives and the talent in motion.

Capital

Funds, rounds and the flow of money.

Signals

Hires, momentum and emerging traction.

Run your own thesis
soon.

We're opening the Private Capital Network to a first cohort of funds and operators.

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