IT must have visibility into and approval over data storage, ingestion, transformation, refresh, security, access, sensitive-data protection, production deployment changes, and AI-agent governance, testing, and monitoring so that platform and IT oversight requirements are satisfied.

IT must have visibility and approval over where data is stored

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

how it is ingested, transformed, refreshed, secured; who has access; how sensitive data is protected

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

how production changes are deployed; how AI agents are governed, tested, monitored

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