ITRI's AI Thermal Imaging Anomaly Detection System offers non-invasive, plug-and-play mold monitoring for injection molding. Combining thermal cameras with edge computing, it provides 24/7 tracking and millisecond-level shutdown protection. By preventing mold damage and material sticking, it reduces failure rates from 20%–30% to under 0.6%, helping SMEs safeguard assets and transition smoothly to smart manufacturing.