In EV development, most key data like battery health, temperature, and motor performance depends on physical sensors. More sensors means more cost, wiring, and more points of failure. Some companies already using virtual sensors to reduce some of this dependency, but these are complex and price heavy. So not every company build inhouse and they end up using more physical sensors with extra costs.