Power BI Auto Semantic Model Builder
Use this skill after metadata discovery or when a model must be generated from source inventory.
Build Pattern
- Classify tables as facts, dimensions, bridges, snapshots, helper tables, or staging.
- Infer grain, keys, date roles, measures, and relationship candidates.
- Apply business process context and master data mapping.
- Generate model spec, measure starter catalog, RLS candidates, and TMDL/PBIP skeleton plan.
- Mark low-confidence inferences for expert review.
Output Requirements
- Include confidence per table, relationship, and measure.
- Separate generated candidates from verified model design.
- Require data contract and validation before certification.