Background CityCab, a mid-sized taxi operator, had been serving passengers in its region for over two decades. While the company enjoyed local trust, it started facing stiff competition from international ride-hailing platforms. Traditional booking methods, inconsistent fares, and limited visibility made it difficult for CityCab to retain younger