Why Insurance Document AI Stalls Before Production: It’s the Data Layer

Why insurance document AI stalls before production: the model runs last, the data layer decides the answer.

A fluent answer is easy to demo. Production requires the system to know which document, version, and context it should trust. The problem looks like AI. Look upstream first. A claims officer needs to confirm which policy wording was in force on the date of loss. The base policy is a scanned PDF from 2014. […]