The emergence of ride-hailing platforms like Grab has undeniably transformed the transportation industry. With a tap on a smartphone, users can summon rides with ease, offering unprecedented accessibility. This shift has not only altered consumer habits but also challenged traditional ride services profoundly. Metropolitan areas globally have int