What would make you trust AI to answer questions about your business database?

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I’m building dig data, a self-hosted AI analytics workspace for PostgreSQL, MySQL, MariaDB, and MongoDB.

The goal is to let teams ask business questions in plain language, build dashboards, and share consistent business definitions while keeping the application and database connections on their own infrastructure.

The current beta uses read-only database access, bounded query results, source-level permissions, and an audit history.

I’d love to learn from people who already use BI tools or AI database assistants:

- What would make you trust an AI-generated database answer?

- Which safeguards are essential?

- Do you prefer reviewing the generated query before seeing the result?

- What prevents your team from adopting tools like this today?

- Which dashboard or collaboration features matter most?

The project is available here:

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