Yoran Imaging is the developer of Packaging Analytical Monitoring (PAM), a nonintrusive inline inspection system for heat-sealed packages that does not result in production slowdown. Combining thermal imaging technology with advanced real-time algorithms, PAM can be used for containers, blisters, canisters, pouches, sachets, and tubes. The Yoran Imaging PAM-2 system identifies flaws and contaminants in sealed products and enhances continuous improvement. The self-learning system has a built-in feedback mechanism that provides valuable data derived from trend analysis. The system leverages feedback for continuous learning and improvement of product flaw detection algorithms. The system’s AI-driven trend analysis also enables customers to identify impending machine malfunctions and to perform required maintenance to optimize productivity. It also provides valuable insight into the production process, allowing clients to minimize waste and increase production efficiency.