The global usage-based insurance (UBI) market is experiencing rapid development. Driven by innovations, UBI offers customized premiums based on an individual's driving behavior, leading to improved transparency and cost efficiency. Insurers are utilizing telematics and intelligent systems to assess driving habits and offer dynamic pricing models. T