Would you allow an LLM-powered tool to connect directly to your company database?
I m building SQL Mocker, which takes a different approach: users work from schema metadata and generated dummy data to verify results, instead of giving AI direct access to production databases.
SQL Mocker supports two workflows for working with SQL without connecting AI to your real database.
First, you can create SQL from natural language queries using a safe schema replica and generated dummy data. This helps you review tables, relationships, filters, and result shape before using the SQL in your real database or reporting tool.
Second, you can upload existing SQL to review, refine, troubleshoot, and improve it without exposing production data or database credentials.
