This week, the White House Office of Science and Technology Policy (OSTP) released a wide-ranging roundup of new and ongoing efforts to leverage availability of large, accessible data sets to spur innovation. While many of these efforts were focused on supporting research on the potential of big data, several agency efforts are using the model of open data app competitions to fuel private-sector business creation.