EcoEdge AI uses innovative, smart technologies to analyze patterns and optimize key HVAC components—including Air handling Units (AHUs), Fan Coil Units (FCUs), Variable Air Volumes (VAVs), constant air volume (CAVs) by modulating fan speeds, valve positioning and airflow. Executing these actions enables us to cut carbon emissions by up to 40% and reduce energy costs by 15-30% per building. By deploying our solution on a large scale and en masse in established chains or groups, EcoEdge AI drives significant, long-term carbon reductions across diverse buildings, accelerating sustainability efforts.