The increasing depletion of natural resources has led to a shift towards sustainable alternatives in the energy sector. One such alternative gaining prominence is hydrogen, particularly in the automobile industry. Hydrogen-based vehicles are witnessing a surge in demand due to their ability to meet energy requirements while minimizing environmental impact. The global market for hydrogen-based vehicles is forecasted to experience significant growth, reaching USD 30.8 billion by 2034 with a CAGR of 30.8%. The transition from conventional fuel sources to hydrogen is driven by the need to reduce carbon footprints and adhere to sustainability norms. Hydrogen, with its high reactivity and ability to produce energy without harmful emissions, is positioned as a key player in the green energy revolution. Investments in research and development are crucial to address safety concerns related to hydrogen's volatility. As technological infrastructure advances, manufacturers are focusing on optimizing vehicles through innovative engineering and design. The automobile industry's emphasis on sustainability and efficiency is propelling the adoption of hydrogen-based vehicles. Overall, the rise of hydrogen-based vehicles signifies a sustainable future for the automobile industry, driven by environmental concerns, technological advancements, and consumer trends.