Conversational analytics, governed before SQL
Analysts ask questions in the language they already use. TribeBlend routes each request through the Business Context Layer and QuerySpec, validates the path, and shows the query every time.
Ask TribeBlend
Chat with your data. Get validated SQL.
Governed on-device AI turns analyst questions into verified queries before execution. Every answer shows its SQL. Nothing leaves the machine.
Validated before it runs
Metric definitions, joins, allowed values, and permissions are checked before execution. Write operations are blocked at the validation layer, read-only by design.
Runs on the analyst's machine
Local AI and approved-query fast paths run on-device. No warehouse data leaves your analysts' laptops. No API costs per repeated approved question.
A question becomes a verified answer.
Ask TribeBlend lets analysts chat with their data in natural language. AI Compass routes each question into a governed SQL path, validates it against your schema, and runs it under the analyst's own Databricks permissions. The validated SQL is always visible.
- Generated SQL is validated and read-only-enforced before it runs.
- Results return with the query that produced them.
- QuerySpec proof travels with the answer: metric, join, allowed values, permissions, and SQL stay visible.
TribeBlend: Ask
Show me Q3 revenue by region, top first
Generated SQL · validated
read-onlySELECT region,
SUM(amount) AS revenue
FROM main.sales.orders
WHERE fiscal_quarter = 'Q3'
GROUP BY region
ORDER BY revenue DESC;3 rows · 42ms
QuerySpec proof| Region | Revenue |
|---|---|
| EMEA | €12.4M |
| North America | €8.9M |
| APAC | €4.1M |
How answers stay trustworthy.
Three controls that buyers ask us to prove during evaluation.
SQL is generated, validated against your schema, and executed under the analyst's own Databricks permissions.
Every answer shows its SQL. Analysts can review, refine, or trust, with no black box.
Write operations are blocked at the validation layer. The only things that touch your warehouse are read queries.
+0ms
Verification adds no latency. Every answer is checked against your schema before it leaves the page.
See Ask TribeBlend on your data.
Book a 60-minute demo. We'll walk through the full workflow on your own Databricks workspace, no install, no signup.