Addressing the ever-growing problem of urban traffic requires innovative strategies. Artificial Intelligence flow solutions are arising as a effective resource to optimize movement and alleviate delays. These approaches utilize real-time data from various inputs, including devices, integrated vehicles, and previous data, to adaptively adjust traffi