Urban commuters often face daily struggles when it comes to booking rides. Long waiting times, unclear fare structures, and a lack of communication between drivers and passengers have reduced customer satisfaction in many regions. Meanwhile, traditional taxi operators are finding it difficult to compete with global ride-hailing platforms. These cha