The taxi niche has undergone important transformations over the previous few decades, pushed by technological developments, changing shopper conduct, and the emergence of latest mobility solutions. Traditionally, taxis operated through centralized dispatch methods, telephone bookings, and taxi stands, providing a reliable mode of transportation in