Context Graph

Your fund already has the facts. Retrieval is what fails. We compile the walk — who introduced whom, why you passed, what changed since IC — and return a sourced answer before the model starts talking.

What we sell

A context graph on the CRM you already run. Typed walks. Sourced answers. Tens of milliseconds.

Why

Frontier models are generic on purpose. Without the right slice of firm history they write a polished stranger.

What we believe

Top answers at top latency. The model is replaceable. Retrieval is the product.

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Works with Attio

Ana. First degree, dated, sourced.24 ms

Boxes move. Then an answer, with the milliseconds it took. Path is a ranked chart.

The questions that matter

“Who has the warmest path to this person — with the edge and the date?”
“Why did we pass, and what would make us reopen?”
“Prep tomorrow’s founder call: last thread, last meeting, open question.”

The CRM is the relationship graph

Context sits on the system of record. Most funds should stay on Attio. Some should not.

Attio

Primary delivery platform. Fund CRM, migrations, integrations, and workflows. Most funds should stay here.

Day AI

Agent-native CRM. People, companies, meetings, and deals already sit in one graph the model can see.

Twenty

Self-hosted CRM. For teams that need to own the box or cap seat economics.

Ahoy

Contact / company / deal. Not a Fund OS with LPs, commitments, and SPVs.