The global usage-based insurance (UBI) market is experiencing rapid expansion. Driven by progress, UBI offers customized premiums based on an individual's driving behavior, leading to enhanced transparency and cost savings. Companies are adopting telematics and data analytics to track driving habits and provide dynamic pricing models. This shift is