The future of urban transportation is rapidly evolving, with a growing emphasis on efficient solutions to address the challenges of traffic. Cities worldwide are exploring a variety of mobility options, from shared vehicles and bike-sharing to improved rail networks and smart traffic management. These innovative solutions aim to minimize congestion