Love that use case :) re your point about latency, that is one of the main reasons we are doing all the inference on the cloud. Almost all deep learning models (at least CV models) need GPU to run with low latency. That's true that if you have set up an automated response from another device, it may still work if the internet is down but for alerting the user, you would still need internet connection even with a central hub...