The taxi area of interest has undergone important transformations over the previous few decades, driven by technological advancements, changing client habits, and the emergence of recent mobility solutions. Traditionally, taxis operated through centralized dispatch techniques, cellphone bookings, and taxi stands, offering a reliable mode of transpo