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Passionately curious about Data, Databases and Systems Complexity. Data is ubiquitous, the database universe is dichotomous (structured and unstructured), expanding and complex. Find my Database Research at SQLToolkit.co.uk . Microsoft Data Platform MVP

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Saturday, 20 December 2025

From Fabric to Purview: Why Unified Data Estates Still Need Unified Accountability

Microsoft Fabric has given organisations a unified data platform, but unification without accountability is just consolidation. Bringing data into one place doesn’t automatically make it trustworthy, compliant, or well‑governed. The real challenge is ensuring that governance keeps pace with architectural simplification. This is where Purview becomes indispensable.

Purview provides the policies, lineage, and controls that Fabric alone cannot. Fabric unifies the experience; Purview unifies the accountability. Together, they create a governance‑first architecture where data movement, analytics, and AI operate within a controlled, transparent framework. Without Purview, Fabric risks becoming another centralised platform with decentralised chaos.

The organisations that succeed with Fabric and AI, will be those that treat governance as part of the architecture, not an afterthought. Governance must be embedded into pipelines, workspaces, and data products and not bolted on later. When governance is integrated, Fabric becomes a strategic asset rather than a technical convenience.

The future of unified data estates is not just about consolidation, it’s about coherence. And coherence requires governance. This is why Data Governance has always been critical but its value is only just being realised. 

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