For the governed data model and metrics layer, Fabric-native uses a strong Fabric semantic model, while Pyrana consumes the same model and cites governed metric definitions instead of recomputing them so that agent outputs stay aligned with approved metrics.

Governed data model & metrics layer

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

Fabric semantic model — strong

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

Consumes the same model; agents cite the governed metric definitions rather than recomputing them

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