DecisionBox for Databricks

What it does

Connect DecisionBox to your Databricks workspace. The agent writes its own SQL, validates every finding against your data, and ships a ranked backlog — no prompting. Read-only, Unity Catalog–scoped. Works with Serverless, Pro, or Classic SQL warehouses. Open source, AGPL v3.

DecisionBox connects to your Databricks workspace in a few minutes — no schema migration, no pipeline to build. The agent reads your Unity Catalog tables in place, runs read-only queries on the SQL warehouse you choose, and surfaces validated insights from what is already in your lakehouse. The agent connects with a Databricks principal you choose — typically a service principal with USE CATALOG , USE SCHEMA , and SELECT on the tables you want it to see. Unity Catalog's permission model is the access boundary; the agent cannot reach anything the principal has not been granted. Pick the SQL warehouse in the project config via its HTTP Path. The agent runs all of its queries on that warehouse…from decisionbox.io

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