An IoT SIM costs a whole lot less than sending a technician to every machine to check stock. I'm not arguing in favor of facial recognition, I've already made that clear, but you are dead wrong if you don't think automation at scale isn't economical.
If you're already putting a modem in the box for credit cards, why not collect some telemetry? Sensors are cheap and effective.