The future of urban transportation is rapidly evolving, with a growing emphasis on innovative solutions to address the challenges of congestion. Cities worldwide are exploring a range of mobility options, from electric vehicles and micromobility to enhanced bus systems and smart traffic management. Such solutions aim to decrease congestion, lower c