Fraunhofer Institute for Systems and Innovation Research ISIThe research unit Data Science for Innovation develops digital tools for knowledge transfer and thus supports the innovative capacity of industry and research. To this end, the researchers build up an extensive data base and develop intelligent applications based on it using machine learning and network analyses. With their competencies in the field of data science and artificial intelligence, they support other researchers and companies and can contribute significantly to the successful transformation of economic and social structures.