The Problem Nobody Talks About

Everyone's building Text-to-SQL demos. Feed a question to GPT-4, get a SQL query, run it, return results. It works beautifully — in a Jupyter notebook.

Now try this in production:

3,000+ users sending natural language queries via WhatsApp

47 database tables with sensitive pharmaceutical sales data