As HHS agencies face pressure to mimic the private sector, and more conveniently and efficiently serve citizens in an increasingly online and mobile environment, the customer experience and uptime of digital infrastructure is more important than ever before. This paper will explain what machine data is and how analyzing it can help HHS agencies provide better citizen services, increase operational efficiencies and improve security.