The Indian taxi and cab industry has witnessed a substantial transformation in a years. Initially the rise of ride-hailing companies like Uber and Ola, the landscape has become increasingly dynamic. Today, passengers have a wide range of mobility options, encompassing traditional radio taxis, app-based cabs, auto-rickshaws, and and luxury vehicles.