Power BI Report Server allows users to publish Power BI reports, SQL Server Reporting Services (SSRS) reports, and Excel workbooks on-premises. It provides an enterprise-grade reporting solution and is compatible with SSRS. The presentation covered live demonstrations of Power BI Report Server, discussed editions and licensing, and how to configure, brand, and integrate Power BI Report Server using tools like the RS.exe utility and REST API.