Addressing the ever-growing problem of urban traffic requires innovative approaches. Artificial Intelligence flow systems are arising as a powerful resource to optimize circulation and reduce delays. These systems utilize real-time data from various inputs, including devices, linked vehicles, and historical patterns, to dynamically adjust traffic t