The development of powerful AI edge devices and tools for localized generative AI has created significant opportunities for application in manufacturing equipment and processes. This presentation focuses on practical applications in Advanced Packaging, providing recommendations for process engineers to consider before deployment. The examples primarily address how AI can assist operators and process engineers in improving productivity and yield in dispensing equipment, but the insights are applicable to a wide range of equipment and processes.