2-in-1 support needs serious work
Taking your pet’s picture for the AI recognition is also nearly impossible. Ever tried to get a cat to sit perfectly still so you could take a head-on photo of their face within a wireframe? Come on. We all know AI is capable of being trained on multiple images, and even simple hardware is capable of running some of the smaller open source models nowadays.
My suggestion is to open source the firmware and the app and let the community do what they do best; improve the software to make what is a pretty good piece of hardware into a must-have for multi-cat households.