You build a prototype that works perfectly in a demo, but the moment it reaches production, it breaks. This is where most AI projects fail. In this talk, Joanna will explain why this happens, share the best practices for building stable and scalable AI systems, and show how an effective evaluation setup can keep quality consistent.