Raw sensitive data must never be exposed, and an output gateway must normalize and validate 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

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

raw confidential/customer-

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

level data withheld unless explicitly approved

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