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Lopez-Hoffman & colleagues’ NEPAccess project harnesses the power of data science to introduce a new dimension to US environmental governance. NEPAccess is an innovative knowledge and engagement platform that will be the largest single repository of National Environmental Policy Act (NEPA) documents, providing advanced search tools, georeferencing capabilities, mechanisms to assess public engagement, and access to NEPA information across agencies, action types, regions, and sectors. NEPAccess aims to revitalize the NEPA so that it can more fully realize its democratic ambitions and improve efficiency and reliability of environmental decision-making.