In the Pyrana-on-Fabric approach, Pyrana inherits labels and enforces private inference, no training on customer data, tenant isolation, and a rule to never expose raw confidential data in the output gateway so that sensitive data remains protected during AI use.

Inherits labels; private inference, no training on

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

data, tenant isolation, and "never expose raw

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

confidential data" enforced in the output

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

gateway

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