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SnapAnalyst: natural language to SQL over PostgreSQL, built on Vanna.AI. Ask a question, read the query, see the result. Python, February 2026.

Natural language to SQL over PostgreSQL, built on Vanna.AI. You ask a question in plain language; the tool writes the query, runs it, and shows the result.
Ask the data. A question becomes a SQL query you can read before it runs.
PostgreSQL first. Runs against your own database, with the model trained on your schema.
Review, then run. The generated query stays visible, so a reviewer can catch a wrong join or an over-broad select.
An "ask the data" agent over clinical or claims databases is usually the first workflow a team wants. It is also the clearest tool-misuse surface, OWASP ASI02, and the secure SDLC we set up covers it before it ships: per-query scopes, read-only defaults, and a review gate on generated SQL.
Python, February 2026. Open source on GitHub.