Headless vs. native semantic layer: The architectural key to unlocking 90%+ text-to-SQL accuracy
Every data engineering team right now is being asked the same question: “How do we build a chatbot that talks to our data?”
The prototypes are deceptively simple. A developer connects GPT-5.1 to a Snowflake schema, asks “What is our revenue?”, and watches as...










