The future of urban transportation is rapidly evolving, with a growing emphasis on sustainable solutions to address the challenges of congestion. Cities worldwide are implementing a variety of mobility options, from shared vehicles and micromobility to improved rail networks and smart traffic management. Such solutions aim to reduce congestion, pro