IBM Cognos BI is a web-based reporting and analytics tool that allows users to perform data aggregation and create detailed, user-friendly reports. It provides flexible reporting and can be used by large and medium enterprises. Some key benefits of IBM Cognos include leveraging data insights, powerful scenario planning tools, enabling proactive decision making, easy dashboard creation, and dynamic report generation with a drag-and-drop interface.