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Ask TribeBlend

Ask business questions. See the SQL and proof.

TribeBlend turns plain-language questions into governed Databricks queries, then returns a result-backed answer with its SQL, filters, and business context visible.

Book a demoSee the workflow

Approved context before SQL

Choose a ready Knowledge scope or selected table. Approved metrics, joins, values, and source rules guide the query.

Answers grounded in results

Validated answers come from the Databricks result, not unsupported model prose.

Local AI. Databricks execution.

AI runs in the desktop app. Read-only SQL executes in Databricks under the analyst's existing permissions.

A question becomes a reviewable answer.

TribeBlend applies approved context and validates read-only SQL before execution. Databricks runs the query under the analyst's permissions, and the answer returns with the SQL and Trust Packet visible.

  • A ready Knowledge scope supplies approved metrics, joins, values, and sources.
  • The answer is grounded in the executed Spark SQL result.
  • Applied filters, certified joins, validation state, and SQL stay visible.
TribeBlend: Ask

Show me Q3 revenue by region, top first

Trust PacketValidated

Source: main.sales.orders

Grounded by Spark SQL resultCertified join: 1

EMEA led Q3 revenue at €12.4M, followed by North America at €8.9M.

Applied filter: fiscal_quarter = Q3

Inline result · 3 rows

Databricks
RegionRevenue
EMEA€12.4M
North America€8.9M
APAC€4.1M
Show SQLread-only
SELECT region,
       SUM(amount) AS revenue
FROM   main.sales.orders
WHERE  fiscal_quarter = 'Q3'
GROUP  BY region
ORDER  BY revenue DESC;

Proof stays with the answer.

Three controls enterprise teams can verify during evaluation.

Every validated SQL answer is grounded in the executed Databricks result.

The Trust Packet shows the source, certified joins, applied filters, and validation state.

Ask SQL stays read-only and visible. Data Editor write-back remains a separate, explicit workflow.

Result-backed

TribeBlend validates read-only SQL before execution, then grounds the answer in the returned Databricks result.

See Ask TribeBlend on your governed data.

Book a guided walkthrough using your Databricks workflow.

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