Contemporary complexes are rapidly employing connected devices to improve functionality and environmental responsibility. This involves managing multiple systems, such as lamps, climate control, and HVAC, based on instant metrics. Furthermore, advanced energy monitoring systems provide essential insights into resource consumption, enabling building