Systems must never expose raw sensitive data, using Purview DLP and an output gateway that normalizes and validates every agent response while withholding raw confidential or customer-level data unless explicitly approved.

Never expose raw sensitive data

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

Purview DLP

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

Output gateway normalizes/validates every

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

agent response; raw confidential/customer-

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

level data withheld unless explicitly

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

approved

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