This paper aims at proposing a scalable architecture to provide real-time context-aware actions based on predictive streaming processing of data as an evolution of a previously provided event-driven service-oriented architecture which already permitted the context-aware detection and notification of relevant data. For this purpose, the authors have defined and implemented a microservice-based architecture which provides real-time context-aware actions based on predictive streaming processing of data.