The current state of urban mobility is rapidly evolving, with a growing emphasis on efficient solutions to address the challenges of traffic. Cities worldwide are exploring a spectrum of mobility options, from electric vehicles and bike-sharing to public transit and intelligent infrastructure. These solutions aim to decrease congestion, improve air