Challenged by the widening of economic and social shutdowns, the coronavirus pandemic has upended the utility industry’s understanding of energy consumption and highlighted vulnerabilities within utility ecosystems. Now, progressive utilities are applying AI to untapped smart meter data to retrieve granular, appliance-level consumption insights for each customer in their territory.