Caroline Colsman is a research associate at the Institute for Machine Tools and Industrial Management (iwb) at the Technical University of Munich. Her research focuses on technology management in manufacturing, particularly the evaluation and implementation of AI solutions, as well as competency management for manufacturing companies. In addition, she studies learning and innovation factories as practical testing grounds for new technologies.