Cumulus Networks aims to revolutionize networking by making high-capacity networks that are easy to deploy and affordable, thereby enhancing the software-defined data center. The document discusses innovations in big data, such as layer-3 designs and unified management, which optimize performance and reduce costs through automation and open protocols. Key features include improved bandwidth, faster recovery, and the ability to manage networking infrastructure with familiar server tools, all leading to significant capital and operational expense savings.