The global usage-based insurance (UBI) market is experiencing rapid growth. Driven by progress, UBI offers customized premiums based on an individual's driving behavior, leading to enhanced transparency and cost savings. Insurers are adopting telematics and intelligent systems to assess driving habits and offer dynamic pricing models. This shift is