The Indian taxi and cab sector has experienced a substantial transformation in recent years. Initially the rise of ride-hailing players like Uber and Ola, the environment has become increasingly crowded. Today, users have a large selection of mobility options, such as traditional radio taxis, app-based cabs, auto-rickshaws, and and luxury vehicles.