DataFlow is creating a two-stage data management infrastructure that makes it easy for you and your research group to work with, annotate, publish, and permanently store your research data. You manage this locally using your own instance of DataStage, while allowing your institution to deploy DataBank easily to preserve and publish your most valuable datasets. Published datasets have assigned DOIs to make them citable and to gain you academic credit.