The Venturi is an intelligent, edge-to-cloud IoT system designed to lower urban air pollution through AI-driven traffic mitigation. By combining multi-source data fusion with real-time video analytics and predictive intelligence, the platform enables smart traffic routing to reduce localized emissions by 15-25%.