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FairByDesign is independent of the vendors and institutions it examines. Reader and institutional support funds the reporting, research, public explanations and Evidence Lab work that remain available outside the commercial layer.
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What Your Support Makes Possible
Open-Access Analysis
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Now Funding: Public Tools You Can Use Today
Your support also sustains 500 Ways You Can Change the System — practical, free public tools built from Mercury Intelligence findings. Seven are live now: an AI-or-workflow decision tool, a value scorer, a governance stopgate, a readiness brief generator, a human escalation auditor, a support-loop failure analyzer, and an automation harm evidence builder. Eighteen more are planned.
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