RAG Solved the Wrong Problem: What Actually Makes AI Applications Reliable?

Your team ships an internal AI assistant grounded on company documents. The demo is excellent: ask about the refund policy, and the model answers with confident prose. Then production happens. A customer asks about a refund exception that lives in a footnote, an old policy PDF outranks the current one, the retrieved chunk contradicts the billing...