You can integrate a trained model into a React Native app by exporting it in a format suitable for mobile inference, like TensorFlow Lite (.tflite) or ONNX. Then, use libraries such as tfjs-react-native for TensorFlow models or appropriate ONNX runtimes for React Native to load and run the model on the device. Make sure to optimize the model for mobile performance to keep inference fast and efficient.