Have AI and ML algorithms use new user entry caracteristics of Device Inventory for Current (Ampere) or Power (Watts).
One example: My On-Demand Hydronic Floor Water Heater has 4 heating elements using 5kW each (called stages). Each stage is turned ON/OFF successively. The device draws either 5kW, 10kW, 15kW or 20kW.
If I could tell AI and ML algorithms that my device uses 4 stages of 5kW each, then device detection would be eased.
Advantages would be to prevent false detections. For example, my drinkable water heater uses 4.5kW while my hydronic floor water heater uses 5.0kA stages. By knowing those caracteristics, AI and ML would not miss associate them.