The traditional taxi market is undergoing a major transformation, altering the landscape of urban mobility. Ride-hailing services, such as Uber and Lyft, represent disrupted established taxi operations, providing riders accessible and often less alternatives . In the future , we foresee a sustained blending of autonomous vehicle with such platforms