Fact-versus-recommendation-versus-assumption typing is not provided by Fabric Data Agents, requires custom guardrails in a Fabric plus Foundry custom build, and is supported in Pyrana through knowledge-type labels and confidence values.

Supporting contexts

Quoteverbatim

Fact vs. recommendation vs. assumption typing

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

Quoteverbatim

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

Quoteverbatim

△ custom guardrails

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

Quoteverbatim

✓ knowledge-type + confidence

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

Effective from: 7/16/2026, 10:58:20 PM