The classic taxi industry is experiencing a significant transformation, redefining the picture of urban mobility. Ride-hailing services, like Uber and Lyft, possess disrupted legacy taxi operations, providing riders easy and usually more alternatives . Looking ahead , we foresee a ongoing blending of driverless vehicle with ride-hailing platforms,