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

Links

• Research
• Spec
• Decisions