Add Amps or Wattage Info in device inventory (to be used by AI and ML algorithms)

[kevin1]

That’s exactly what the new Dedicated Circuit monitoring with Flex Sensors is for. It gives you immediate monitoring of the big usage circuits that pose challenges for current Sense capabilities, while also proving data to Sense so they can improve the machine learning. I would expect that the machine learning part is a long-term improvement.

Roving Flex Sensors and Device Detection

@ben is correct; the roving idea will not work. This feature is designed to monitor circuits that are dedicated to individual loads and requires that those loads are monitored with CTs persistently. it works quite similarly to our current smart plug integration where the data collected is used by our data science team to improve disaggregation for everybody over time. It will explicitly not result in immediate or even-near term machine learning detection of connected loads.