The adoption of artificial intelligence (AI) and service robots in the tourism industry for frontline service automation is generating a growing interest. Although there is a fairly large body of literature about this research field, the impacts on the service encounter need to be further investigated. The paper presents an action research project that led to employ the humanoid robot “Pepper”, equipped with a supervised machine-learning AI system, at the reception of an Italian hotel to provide information to clients. This allowed to explore the role played by this agent and the effects on the changing role taken by frontline employees (FLE) and customers. Findings show that this technology can act as an augmentation force and that FLEs’ r...