Alfresco is an open source content management system built on Java that provides features like document management, web content management, collaboration, and records management. It can be installed on Windows by downloading the installer, installing Java, and then running the Alfresco .bat file. The document outlines the steps to install Alfresco, configure the environment variables, and access the system through a web browser on localhost.