An AI-powered system that analyzes surveillance data in compact living spaces to optimize resource allocation (e.g., energy, water) and enforce ethical guidelines while minimizing privacy intrusion. It identifies patterns of unethical behavior or inefficient resource use and recommends corrective actions.