The taxi area of interest has undergone significant transformations over the previous few decades, pushed by technological advancements, changing client behavior, and the emergence of recent mobility solutions. Traditionally, taxis operated by centralized dispatch techniques, telephone bookings, and taxi stands, providing a reliable mode of transpo