The taxi area of interest has undergone important transformations over the past few decades, driven by technological advancements, altering client behavior, and the emergence of new mobility solutions. Historically, taxis operated through centralized dispatch programs, telephone bookings, and taxi stands, offering a reliable mode of transportation