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 range of mobility options, from electric vehicles and scooter programs to improved rail networks and intelligent infrastructure. Such solutions aim to minimize congesti