Power BI Report Server allows hosting Power BI reports on-premises. It is built on the same architecture as SQL Server Reporting Services. The document provides tips for installing Power BI Report Server, creating a sample Power BI report using the desktop application, and publishing the report to the Power BI Report Server. It also outlines some limitations of the on-premises server compared to the Power BI online service.