Information extraction in manufacturing involves using AI and machine learning technologies, including Generative AI and Large Language Models (LLMs), to automatically process and extract valuable data from vast amounts of unstructured and structured data sources. This process enhances knowledge management, operational efficiency, and decision-making in the manufacturing sector.