Why does traceability matter?
Traceability helps teams respond when stakeholders ask how a finding was reached, whether a theme is representative, or what evidence supports a decision.
Defensible reporting
Every public engagement claim should be traceable.
Evidence trails help teams show where findings came from, which source material supports them, and how community input was translated into reportable insights.
Direct answers
What should reports include?
Strong reports include clear themes, volume signals, representative quotes, source references, methodology notes, limitations, and recommended next steps.
How can AI help?
AI can draft summaries and surface relevant evidence, but the final report should remain reviewable and auditable by practitioners.
What to look for
- Evidence
- Source-linked themes and supporting quotes
- Formats
- Comments, transcripts, documents, images, audio, and video
- Review
- Human oversight for public accountability
Related resources
Keep exploring the workflows and topics connected to this guide.
