Power BI is a business intelligence tool with capabilities for data transformation, modeling, analysis, and interactive reporting. It consists of three main components - Power BI Desktop, Power BI Service, and Power BI Mobile - that work together to provide a seamless analytics experience. Power BI connects to various data sources, facilitates transforming and modeling data for accurate visualization, and empowers users to create interactive reports and dashboards using an intuitive interface.