Internet of Things, cloud computing and smart speakers illustrate that intelligent systems are already transforming more and more industrial and economic sectors. The success of individual companies thus depends to a large extent on the acceptance of these systems. Acceptance of intelligent systems addresses the phenomenon that the tools and concepts of Data Science are not applied across the board. This is due to aversion to algorithms or technologies. The focus of this area is to increase the acceptance of intelligent systems.