Text-to-SQL

Text-to-SQL turns a business question into a query against the customer's warehouse, and its characteristic failure is a query that runs and returns a plausible wrong number. What decides whether it works is not the model: it is what schema the model is allowed to see, whether the metric is measured by execution rather than by matching SQL text, and whether the product shows its assumptions and refuses when it has none.