A centralized AI system that optimizes resource allocation for manufacturing and product usage based on real-time sensor data. All products are tracked from raw material extraction to disposal, with the AI dictating optimal usage patterns, maintenance schedules, and recycling processes to maximize resource utilization and minimize waste at a macro level via automated manufacturing adjustments.