The start-up Artificial Researcher – IT GmbH (AR-IT), focuses on developing novel and innovative scientific knowledge management systems tailored to the needs of researchers and information search professionals. 'Artificial Researcher in Science' (AR-Science) and 'Artificial Researcher in Open Access' (AR-OpenAccess) are AR-IT solutions that automatically handle information needs and present the information to users accordingly. By exploring and implementing innovative text mining technologies, the AR-IT GmbH goal is to provide industry and academia with unified platforms that increase the productivity of industry and academia end-users.