Addressing the ever-growing challenge of urban flow requires innovative approaches. Smart congestion platforms are emerging as a powerful resource to optimize passage and alleviate delays. These systems utilize real-time data from various origins, including cameras, connected vehicles, and historical patterns, to intelligently adjust signal timing,