Power BI is a collection of services from Microsoft used for modeling, analyzing, and visualizing data. It involves data modeling by organizing and preparing data, data visualization through interactive reports and visuals to develop business insights, and a workflow that includes connecting data sources, loading data into a data model, and building visualizations. The Power BI desktop application is used to create data models and reports which can then be saved locally.