Watson Analytics is a cloud-based analytics tool from IBM that leverages Watson technology to accelerate data discovery for business users. It provides semantic recognition of data concepts, identifies analysis starting points, and allows natural language interaction. The tool automates tasks like data preparation, generates insights and visualizations, and enables predictive analytics. It aims to make analytics more self-service, collaborative, and accessible to non-experts.