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Civic AI Evaluation Checklist

The people you serve deserve more than a fast answer — they deserve the right one. AI can help your team move faster, but speed without accuracy isn't progress.

Use this checklist to build a simple, repeatable process for reviewing AI outputs before they go public — so every report, grant narrative, and community assessment reflects the care and expertise you bring to your community every day.

Verify data sources, accuracy, and audience fit
Verify data sources, accuracy, and audience fit
Know what to check before sharing with stakeholders
Know what to check before sharing with stakeholders
Build a repeatable review process your whole team can follow
Build a repeatable review process your whole team can follow
1-Mar-26-2026-02-00-06-3029-AM

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