Edge AI is transforming Software Defined Vehicles (SDVs) by enabling real-time system optimization, predictive diagnostics, adaptive energy use, and personalized experiences—all within the vehicle. By processing data on-board, it ensures low-latency decisions, greater reliability in poor connectivity, lower data costs, and improved privacy.