To protect sensitive information, Purview DLP applies in Fabric-native, and Pyrana’s output gateway normalizes and validates every agent response while withholding raw confidential or customer-level data unless explicit approval is given so that unsafe disclosures are prevented.

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 agent response

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

raw confidential/customer-level data withheld unless explicitly approved

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