The book shows application potentials of Artificial Intelligence (AI) in various industries and presents application scenarios on how a practical implementation can take place. The starting point is the description of legal aspects, which includes a European regulation for Artificial Intelligence and addresses the question of the permissibility of automated decisions. The description of various application potentials, mostly industry-related, and the presentation of some application scenarios form the focus of the topic volume. Four mobility scenarios, in which cars are privately owned or shared on the one hand and are driven by a driver or move autonomously on the other, are changing the most important business processes in the automotive trade, such as car sales, maintenance, repairs and used car purchases. In all processes, application scenarios for the Artificial Intelligence (AI) subfields computer vision, natural language processing (NLP) and machine learning can be identified. The analysis shows that the current degree of implementation varies widely, from the already widespread predictive maintenance in maintenance, to the first approaches of computer vision for diagnosis in repair and used car purchase, to the still novel use of chatbots in consulting and Machine Learning in recommendation processes. For car dealers, the question arises of specialization, e.g. as a service factory or for the fleet management of a mobility service provider, each of which requires different AI scenarios. The book is based on the question of how Artificial Intelligence can be used in entrepreneurial practice. It offers important information that is just as relevant for practitioners as for students and teachers.