Innovative complexes are increasingly employing Internet of Things (IoT) to enhance efficiency and environmental responsibility. This involves controlling multiple systems, such as lamps, heating, and air conditioning, based on real-time metrics. Furthermore, refined resource consumption analysis platforms provide critical understandings into power