Retrofittable AI agents that optimize existing traffic lights, delivering scalable, real-time adaptive traffic management for cities and municipalities. Reduces congestion, CO2 emissions and energy waste, lowers intersection fatality risk, and prepares urban infrastructure for autonomous vehicles.