The proposed architecture assigns Fabric to remain the system of record and dashboard or BI surface while Pyrana provides the AI-agent layer, including orchestration, a cited knowledge and context engine, human-in-the-loop controls, and agent-grade observability, so that governance requirements are met.

Fabric stays the system of record and the dashboard/BI surface

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

Pyrana provides the AI-agent layer

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

orchestration, a cited knowledge/context engine, human-in-the-loop, and agent-grade observability

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

that the RFP's own governance requirements demand

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