Watson is a cognitive computing system capable of answering questions posed in natural language, analyzing unstructured data, and providing data-driven insights and recommendations. The document discusses Watson application patterns for discovery, policy enforcement, decision support, and customer engagement. It also covers how Watson works using machine learning to understand language, analyze massive amounts of data from various sources, and provide confident answers or recommendations to users.