In the Pyrana-on-Fabric approach, each AI answer logs the Context-Unit IDs it used, and each unit traces back to the source document, version, approver, and verbatim quote so that AI outputs are fully auditable.

Native: each answer logs the Context-Unit IDs used;

— Pyrana vs Microsoft Fabric — Comparative Analysis (Summer Fridays).pdf

each unit traces to source doc, version, approver,

— Pyrana vs Microsoft Fabric — Comparative Analysis (Summer Fridays).pdf

and verbatim quote

— Pyrana vs Microsoft Fabric — Comparative Analysis (Summer Fridays).pdf