In our case, I think we would be able to easily scale the prototype via additional sensors (e.g. optical sensors, microphones, etc.). Taking precise data from different sources, for example taking voltage level sensors to detect the state of controller or motor.
To help the system predict when something might go wrong we can use the pre-trained model as well as the data collected from voltage sensors. It just depends on the specific requirements of the project.