This illustration highlights ways in which the community can build consensus, incentives, and use cases across the imaging pipeline. Information transfer, from data generation through publication, is shown with arrows. Addressing the list of features in filled circles will enable the iterative sharing of data, resources, and tools in robust and easy-to-access repositories, which is critical to the growth of the quantitative cell imaging community and closes the loop between analysis, generation, and discovery.