Fabric IQ from first principles

When people explain Fabric IQ, they often start with polished architecture diagrams.

I start with failure points.

Most teams can ingest data and build dashboards. The friction starts when answers need business context that only lives in scattered logic, naming conventions, and tribal knowledge.

The fastest way to improve answer quality is to tighten entity definitions, relationship names, and category intent.

For walkthroughs, I keep three artifacts in every post:

1. Query pattern.
2. Agent question examples.
3. Action policy snapshot.

This keeps the article grounded in execution, not just theory.