According to Sawyer Merritt (@SawyerMerritt), recent data from cars.usnews.com indicates that a significant portion of plug-in hybrid vehicle (PHEV) owners are not regularly charging their vehicles, which limits the benefits of electrification (Source: cars.usnews.com/cars-trucks/features/phev-owners-not-plugging-in). This trend highlights a growing need for AI-driven solutions that can analyze user charging behavior, predict optimal charging times, and incentivize regular plug-in habits. For businesses in the AI and EV sectors, there is a clear opportunity to develop smart charging platforms that use machine learning to personalize notifications, optimize grid usage, and reduce emissions. Integrating AI-powered analytics into EV infrastructure can also support automakers and energy companies in improving customer engagement and sustainability outcomes.