To prevent long downtimes and high quantities of scrap, manufacturers must design production processes to be stable and efficient. Particularly successful outcomes are achieved when the experience of the people who operate the machines is taken into account. The Fraunhofer Institute for Process Engineering and Packaging IVV in Dresden is developing a self-learning assistance system that helps machine operators resolve errors and build up their experience and process knowledge.