Generating SQL with an LLM is easy. Building a system that knows when the SQL is wrong is the real engineering problem.
Most teams do not have a data-access problem.
They have a translation problem.
A stakeholder has a question:
“Which customer segment had the highest revenue growth last quarter?”






