Oak Ridge Graph Analytics for Medical Innovation (ORiGAMI), supplies researchers with an advanced data tool for literature-based discovery that has the potential to accelerate medical research and discovery. The result of collaboration between Oak Ridge National Laboratory and the US National Library of Medicine, ORiGAMI unites three emerging technologies that are shaping the future of health care: big data, graph computing, and the Semantic Web.