DecisionBox for Databricks

TL;DR

A validation layer for Databricks that tries to stop your data team from shipping hallucinated insights or broken logic to production.

Who is this actually for?

Data engineers and ML teams at mid-to-large enterprises who are tired of manual peer reviews for every single SQL query and notebook.

The Good

• Automates the sanity checks that humans usually skip when they are under a deadline.
• Keeps the validation process within the Databricks ecosystem instead of forcing you to export data to external spreadsheets.

The Catch (Potential Downsides)

Likely adds another layer of complexity to an already bloated data stack. Getting the right permissions set up in a locked-down enterprise workspace will probably require a dozen IT tickets.