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Powerbi Certified Dataset Factory

Design certified Power BI semantic models/datasets that replace many local PBIX models. Use for governed reusable semantic models, metric layers, shared datasets, endorsement, lineage, RLS, self-service enablement, and reducing duplicate expert work.

rweisssieker-xp Updated
AI & ML

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Power BI Certified Dataset Factory

Use this skill when many reports should use fewer governed semantic models.

Workflow

  1. Identify candidate domain: finance, sales, customer, material, procurement, service, HR, risk, or executive.
  2. Define model ownership: business owner, data owner, Power BI owner, support owner.
  3. Build certified dataset contract: facts, dimensions, measures, hierarchies, RLS/OLS, refresh, sensitivity, endorsement.
  4. Define consumer contract: allowed fields, certified measures, drillthrough keys, unsupported scenarios.
  5. Create migration plan from local models to certified model.

Output Requirements

  • Include dataset purpose, scope boundaries, certified measures, RLS roles, refresh SLA, lineage, and deprecation plan.
  • Call out where Direct Lake, DirectQuery, import, or composite model affects self-service behavior.

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