Never re-answer the same question twice
Validated SQL is cached locally. Ask the same question again, TribeBlend skips the LLM and runs your approved query instantly.
AI Compass
The AI that learns your domain.
Your domain knowledge — rules, aliases, glossary, validated SQL — captured on your machine and ready every time you ask. Every question makes the next one faster.
Domain expertise, captured as you work
Every successful query feeds the Compass. Patterns, aliases, and computed metrics save automatically; inferred business rules surface as suggestions for your one-click approval — no more tribal folklore in Slack.
Yours to keep, yours to share
Export your whole Compass as a signed JSON bundle to back it up, move machines, or hand off to a teammate when you're ready.
One place for everything you know about your data.
AI Compass organises your knowledge into four tabs: the schema that describes your tables, the behavior rules that shape every answer, the exemplars you've verified, and the activity log of what the AI has learned lately. Every entry stays on your machine.
- Every entry shows its source and confidence.
- Admins approve, edit, or reject what the AI learns.
- Auto-discovery syncs your Databricks schema on first open.
TribeBlend — AI Compass
SchemaBehaviorExemplarsActivity
Your knowledge94 entries · growing
Business rules24 entries
Column aliases31 entries
Verified answers9 entries
Glossary terms12 entries
How it gets smarter.
Four steps, repeating. The longer you use TribeBlend, the more questions land in the fast path.
Ask
An analyst asks a question in plain English.
Learn
The answer's SQL, aliases, and business context are captured.
Curate
Admins approve, refine, or reject what the AI has learned.
Ship
Every future question lands with more context than the last.
<50ms
Questions you've answered before resolve instantly — no LLM call, no warehouse round-trip.
See AI Compass in your Databricks workspace.
Book a 30-minute evaluation demo and we'll walk you through how your Compass compounds your domain expertise, one question at a time.