Text-to-SQL promised self-serve analytics, but it failed to deliver trust. Accuracy plateaued, context was lost, and hallucinations eroded confidence. In this talk, we’ll explore what comes after: reliable, proactive AI analytics powered by semantic understanding and agentic systems.