Audit trailas anarrative

Premise

Render a model-assisted decision as a readable sequence — who asked, what grounded it, who signed — instead of a log table.

Finding

Reading a decision as a story cut review time in half and exposed two classes of ungrounded output nobody had noticed in the logs.

Method

01

Every consequential output carries a named approver.

02

Retrieval sources shown inline at the point of claim.

03

Exportable as a single-page record for compliance.