Addressing the ever-growing challenge of urban flow requires cutting-edge strategies. Artificial Intelligence flow systems are appearing as a promising instrument to enhance circulation and reduce delays. These platforms utilize current data from various origins, including devices, integrated vehicles, and previous patterns, to dynamically adjust l