The Challenge
Urban areas face growing challenges in managing traffic congestion, ensuring pedestrian safety, and coordinating infrastructure responses in real time. Traditional traffic systems rely on static timers, limited surveillance, and siloed data, resulting in inefficiencies, delays, and increased risk of accidents


