Keras 3 integrates with TensorFlow as one of its three supported backends. When using the TensorFlow backend, Keras models compile to TensorFlow operations and can leverage the full TensorFlow ecosystem including TensorBoard, TensorFlow Serving, and TensorFlow Lite for deployment.