The taxi niche has undergone important transformations over the past few a long time, driven by technological developments, changing client conduct, and the emergence of latest mobility solutions. Historically, taxis operated by way of centralized dispatch systems, telephone bookings, and taxi stands, providing a reliable mode of transportation in