LLM SQL Chatbot Access Control and Query Safety

Requirements Design an internal chatbot that uses an LLM to produce SQL queries. Functional requirements Accept analytical questions expressed in natural language. Generate SQL for governed internal datasets. Enforce authorization so that every user can query only permitted tables, columns, and rows. Stop unsafe, meaningless, or exceptionally costly SQL from reaching the warehouse without prior checks. Provide a helpful error or ask for clarification when the request cannot…