In a presentation at the Smart Manufacturing Congress, we demonstrate how AI-powered knowledge management contributes to the optimization of production processes. Using concrete real-world examples from Peerox GmbH’s implementation, Markus Windisch explains how success factors are identified, documented, and made accessible across teams. Both technical aspects and organizational success parameters are highlighted. The session provides insight into past experiences, outlines current challenges, and offers an outlook on the project’s future development.