Integrating Core ML Models in Production iOS Apps

Production Core ML deployment needs more than dragging a model into Xcode. This article covers 5 battle-tested patterns: ML service abstraction, lazy model loading, compute unit selection, memory-safe inference, and fallback strategies with real benchmarks across iPhone devices.