Harnessing Data Analytics to Improve the Lives of Individuals and Families: A National Data Strategy
Summary
Fragmented federal program structures and laws create enormous barriers to effective coordination across government agencies and levels of government. The next administration can advance the nation’s health and economic well-being and improve the effectiveness of taxpayer investments by creating the enabling conditions for federal, state, and local decision-makers and managers to adopt modern data analytics tools and practices.
Note: As a working paper, this draft is still under development. The author invites your feedback and comments, which can be sent to info@dayoneproject.org.
AI’s high-stakes outputs directly shape American economic, industrial, and technological outcomes. They must not be accepted entirely on the basis of institutional faith rather than verifiable evidence.
The clearinghouse will also neutrally mediate the assignment of auditors to audits—strengthening independence, trust, and ethical governance across the AI ecosystem.
Soft law was never meant to be a permanent solution. Treating it as one, and letting the sandcastle stand in for the skyscraper indefinitely, is how we end up with a decade of voluntary commitments and no enforceable accountability to show for it.
Jobseekers, employees at smaller organizations, and local public workers need more than a weekend crash course in AI. They need practice choosing useful tasks, protecting data, testing outputs, and explaining where human judgment remains necessary.