The emergence of ride-hailing platforms like Grab has undeniably transformed the transportation industry. With a tap on a smartphone, users can hail rides on demand, offering unprecedented flexibility. This shift has not only altered consumer habits but also challenged traditional cab profoundly. Metropolitan areas globally have adopted ride-hail