Sensitive data protection in Fabric-native uses Purview labels, DLP, and encryption, while Pyrana inherits those labels and adds private inference, no training on customer data, tenant isolation, and an output gateway that never exposes raw confidential data so that sensitive information remains protected in AI outputs.

Protect sensitive data

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

Purview labels, DLP, encryption

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

Inherits labels; private inference, no training on data, tenant isolation

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

and "never expose raw confidential data" enforced in the output gateway

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