AI Is Not Just an API Call: What iOS Engineers Learn the Hard Way in Production

iOS apps start with the same assumption: “We’ll just call the AI API and show the result.” That assumption works — right up until real users, real devices, and real constraints enter the system. Production AI on iOS is not. easy to reason about. This article explains what breaks when AI is treated as a regular API call.