A system that uses AI to analyze IoT data streams and identify deviations from prescribed usage patterns or activity. The system automatically intervenes, issuing warnings or penalties for inefficient resource usage or violations of pre-defined rules. AI driven 'courts' adjudicate citizen appeals for the automated fines