The global usage-based insurance (UBI) market is experiencing rapid growth. Driven by technological advancements, UBI offers customized premiums based on an individual's driving behavior, leading to enhanced transparency and cost savings. Companies are utilizing telematics and intelligent systems to assess driving habits and deliver dynamic pricing