This Guidance demonstrates how to create an intelligent manufacturing digital thread through a combination of knowledge graph and generative artificial intelligence (AI) technologies. A digital thread offers an integrated approach to combine disparate data sources across enterprise systems, increasing traceability, accessibility, collaboration, and agility. By integrating knowledge graph and generative AI, you can enhance data integration, improve semantic understanding, and enable intelligent and context-aware applications—ultimately leading to a more personalized user experience.