OpenStack provides a way for small and medium organizations to embrace cloud computing with an on-premise private cloud. The document discusses common IT challenges faced by these organizations and how OpenStack can help address them by providing a centralized platform for computing, storage, and development resources on existing hardware. It then provides details on setting up an OpenStack private cloud, including reusing existing computers, customizing the software configuration, and addressing early challenges encountered during implementation.