For Utility Level PV, IoT monitoring for panels is CAPEX prohibitive. Drones become labor cost prohibitive. We fuse IoT with AI+ML to create laser focused , just in time "drone rolls" to identify and mitigate problems before there is one in a PV installation. The surgical knife of PV operations and maintenance extending on proven, deployed and customer valuable technologies.