The taxi niche has undergone vital transformations over the previous few many years, driven by technological developments, altering client conduct, and the emergence of new mobility solutions. Traditionally, taxis operated through centralized dispatch systems, cellphone bookings, and taxi stands, offering a reliable mode of transportation in urban