To design a simple image classification model in TensorFlow, I would use the Keras API to build a Sequential model. This would include layers such as Conv2D for feature extraction, MaxPooling2D for down-sampling, and Dense layers for classification output. Finally, I would compile the model with an optimizer like Adam and a loss function suitable for multi-class classification like categorical crossentropy.