Profiling Foundation Layers 1-5¶
Objective¶
Schema discovery, table enrichment, statistical profiling, sample data, and semantic/quality detection — the core inspection pipeline that builds raw catalog context from warehouse metadata and data scans.
Deliverables¶
- Define scope and decision boundaries.
- Produce implementation plan and execution checkpoints.
- Capture rollout and validation approach.
Tasks¶
- AI_CONTEXT profiling layers 1-5 foundation built — completed
- AI_CONTEXT table description ingestion built — completed