
Converting raw sensor data into interpretable risk tiers allows maintenance tiers to distinguish between low, medium, and high-priority inspection groups effectively. In the current landscape of 2026, the proliferation of electric vehicle fleets has transformed the traditional automotive service model into a data-driven science. Fleet operators no longer rely on fixed mileage intervals, which often lead to either unnecessary downtime










