| Component | Description |
|---|---|
| ✅ Gold-layer SQL Views | Clean views that flatten joins (Batches + Products + Financials) |
| ✅ Query Templates | Stored SQL templates for top 50 queries |
| ✅ Metadata/Tag Layer | Field-level tagging (product, cost, date, scheme) |
| ✅ Function Registry | AI-readable functions for LLMs to use deterministically |
| ✅ Logging Layer | Traceable source for every answer (SQL, timestamp, user) |
| ✅ Tool-based Orchestration | Agent layer that picks tools, confirms logic, and runs safely |