In this video, we show how to find complex events relying on machine learning (ML) techniques, in vast amounts of unstructured data. The NLP engine is used to to form the event query, and the concept of Event Components and their temporal links are discussed. With Pionate Cloud even the most obscure and hard-to-spot events are detected thanks to our advanced blend of NLP and AI-powered data processing.