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Reference build / Governance operating model

Purview Governance and Quality Model

A Fabric governance operating model that translates Microsoft Purview, lineage, sensitivity label, and security guidance into buyer-ready controls.

05. Data Governance & QualityMicrosoft Fabric governance and Purview guidanceStatus: guildbuild adaptedLast reviewed: 2026-05
Purview Governance and Quality Model official-source architecture visual
Official Microsoft source visual used with attribution; GuildBuild adds the delivery checklist and evaluation lens below.

Official resources used

GuildBuild adaptation

GuildBuild converts official governance capabilities into a pragmatic operating model for data owners, platform admins, and compliance stakeholders.

What Microsoft provides

  • Fabric governance documentation for managing, protecting, and trusting data.
  • Purview hub guidance for sensitive data, endorsements, domains, and item inventory.
  • Lineage and security documentation for Fabric and Purview integration.

What GuildBuild adds

  • Data owner and steward responsibility map for the six-domain service model.
  • PIPEDA-oriented review checklist for PII classification, access, retention, and evidence.
  • Quality scorecard pattern for freshness, completeness, ownership, and issue response.

Buyer evaluation checklist

  • Do all critical items have owners, endorsements, and sensitivity handling?
  • Can lineage and access evidence support compliance review?
  • Are quality issues routed to named stewards with response expectations?

Implementation deliverables

  • Governance operating model
  • Sensitivity and PII review checklist
  • Data quality scorecard template
  • Purview rollout and evidence plan

Technologies shown

Microsoft PurviewFabric governanceSensitivity labelsLineagePower BIOneLake
Related GuildBuild service: 05. Data Governance & Quality