The Fraunhofer spin-off plus10 has been conducting application-oriented research together with the South German Plastics Center SKZ. As part of their DarWIN research project, new AI-based process optimisation tools have been developed specifically targeting injection moulding machines. Sumitomo (SHI) Demag was selected to perform the final series of comprehensive research tests.