We develop AI and simulation methods for the automated design of materials and manufacturing processes. By linking microstructure, properties and process parameters, digital tools are created to help companies optimize materials in a targeted manner - e.g. through inverse designs or the virtual planning and improvement of additive manufacturing processes.