In This White paper, Electric utilities are increasingly using AI and machine learning to track EV adoption and predict its impacts on load forecasts. With EV adoption predicted to grow by 16x through 2035, utilities are using AI to identify EV-driving customers, create direct marketing strategies, and account for EV charging within broader distribution system management strategies. Deep learning, a type of AI used to disaggregate advanced metering infrastructure (AMI) data into EV loads, allows utilities to identify EV drivers more efficiently, design better-targeted EV managed charging programs, and map transportation electrification trends to distribution grid assets.