India, with its goal of achieving net-zero emissions by 2070, is turning to hydrogen-powered vehicles as a key solution to decarbonize the transport sector. Kerala, known for its green initiatives, is leading in hydrogen adoption for transportation, with projects like the Kerala Green Hydrogen Valley setting an example for the country. By integrating hydrogen-powered buses, trucks, and boats into its transport system, Kerala is pioneering sustainable mobility. The state's policies, partnerships, and awareness efforts are overcoming barriers to hydrogen adoption. Challenges like infrastructure gaps and high production costs remain, but collaboration at an industrial cluster level, as seen in Kerala, is essential for scaling up hydrogen-powered transport in India. The potential economic, social, and environmental benefits of this transition are vast, making hydrogen a crucial element in India's efforts to reduce emissions and combat urban air pollution.