As cities grow, the need for optimized urban mobility solutions becomes increasingly critical. To address this problem, a multifaceted approach is required. This involves integrating innovative technologies, encouraging sustainable transportation modes, and optimizing existing infrastructure. By collaborating, governments, private sector entities,