The book presents an innovative framework for analyzing the impact of process management on failure prediction in the mechanical forming process, utilizing Artificial Intelligence (AI) techniques and the Management 5.0 approach. It summarizes the key insights obtained during the development of the framework and highlights its relevance for optimizing failure prediction in mechanical forming. Additionally, the book points out future research and development opportunities in the field, significantly contributing to existing knowledge and paving the way for innovations that promote sustainability and efficiency in the industry.