The future of urban transportation is rapidly evolving, with a growing emphasis on innovative solutions to address the challenges of gridlock. Cities worldwide are implementing a range of mobility options, from shared vehicles and scooter programs to public transit and smart traffic management. Such solutions aim to decrease congestion, improve air