A subscription service that utilizes portable quantum computers to provide real-time diagnostics and optimization for EV batteries. It predicts degradation, optimizes charging patterns, and provides personalized efficiency recommendations, extending battery life and enhancing performance. This targets both individual EV owners and fleet operators.