08
Semantic fact store

Every answer Bob gives, with a source.

A typed graph of customers, policies, wordings and conversations. Bob can't make a claim without naming the facts it pulled and the moment they entered the graph.

832
facts per brokerage
with version stamps
0
ungrounded inferences today
enforced at the prompt level
v1.4
wording version awareness
retroactive audits work
38ms
median fact lookup
across 5M-fact graph
Live preview

Every assertion, sourced to a versioned fact.

bob.so/app · facts · POL-2026-04812
live
FACT · POL-2026-04812
Coverage: comprehensive · Excess: $500 · Driver: ≥25
SOURCES
call_2026-03-14_lila.mp3
wording_NZ-COMP-1.4.pdf §3.2
fact:driver-age@v74
Source-first

The fact, then the source. Every time.

Bob doesn't answer questions in natural language and hope. It pulls typed facts from the graph, names them with citation chips, and renders the prose around those chips. Strip the chips and the prose dissolves.

Versioning

Facts move. Bob remembers the previous version.

When a wording is amended, the new endorsement creates v75 of driver_age — the old v74 stays in the graph forever. Audits in 2030 can replay a 2026 decision with the facts that were true at the time.

What's typed

Six entity types. Hundreds of relationships.

The next twenty insurance brokerages will not be built on spreadsheets.

We’re onboarding ten design-partner brokerages this quarter. If your book is between 1,000 and 12,000 policies, we should talk.

b/
bob
AI-first insurance CRM. Bob runs the operational layer — voice, vision, documents, renewals, claims, compliance — so brokers can do the broking.
© 2026 Bob — AI-first insurance CRMThinkspace · 30 Pollen Street · Grey Lynn · Auckland