The taxi niche has undergone important transformations over the past few many years, driven by technological developments, changing consumer habits, and the emergence of recent mobility solutions. Historically, taxis operated by centralized dispatch methods, cellphone bookings, and taxi stands, providing a reliable mode of transportation in urban areas. However, the https://docs.google.com/drawings/d/1frPjOaxCIixXSybd9D0vhXi6AvVMi_O1A4U8l-1YynY/edit