The U.S. Department of Homeland Security (DHS) Science & Technology Directorate (S&T), in collaboration with the Office of Health Affairs National Biosurveillance Integration Center, has called upon data innovators from a wide variety of fields—from data science, to civic tech, to epidemiology—to develop concepts for novel uses of existing data that will identify signals and achieve timelier alerts for biothreats in our cities and communities.