Why Enterprise AI Prototypes Break in Production

A generative AI prototype can answer questions, generate SQL or produce charts. But deploying it in an enterprise is a different challenge. The system must work with live data, enforce access controls, manage unreliable outputs and handle thousands of queries without compromising performance.