The brief
“Our underwriters lose hours per quote tracking down what we said the last time we wrote this class, which carrier appetite has shifted, and what the senior team decided in similar declines. Twenty years of bind decisions, decline rationales, and carrier guidance live across email threads, a SharePoint dump, a CRM, and the heads of three senior underwriters who are within five years of retirement. We need that knowledge queryable — by our junior underwriters today, and by the agents we want to commission later.”
The shape we'd build
A second-brain layer that ingests historical bind/decline decisions with attached rationale, current carrier appetite documents, internal underwriting playbooks, and the broker's own correspondence archive. Embeddings plus a structured index, scoped per line of business and per office, accessible through one API used by humans through an in-app search panel and by future agents through the same endpoint.
Every answer cites the underlying decision, guideline, or correspondence — a junior underwriter sees not just “market X is unlikely to bind” but the three specific declines from the last 18 months that establish that pattern. Versioning surfaces when a carrier's appetite has shifted; access controls keep client-identifying detail scoped to the broker who owns the relationship.
What the brokerage owns when we step back
The index, the connectors to the systems-of-record, the access policy, the freshness pipeline that re-ingests as new decisions land, and the query surfaces — search panel for the team, agent-callable endpoint for the next tier. All operated by the brokerage's IT team in the brokerage's environment. The brain keeps ingesting and grounding answers long after Agix has stepped back.