The RED-Alert project will bring data mining and predictive analytics tools to the next level, developing novel Natural Language Processing (NLP), Semantic Media Analysis (SMA), Social Network Analysis (SNA), Complex Event Processing (CEP) and Artificial Intelligence (AI) technologies. These technologies will be combined for the first time and validated by law enforcement agencies (LEAs) to collect, process, visualize and store online data related to terrorist groups.