AI QA report template
A good human QA task should produce evidence, not just an opinion. Use this report format for AI content, RAG answers, support replies, listings, and agent outputs.
1. Summary
- Pass / needs revision / high risk
- One-sentence reason
- Reviewer confidence
2. Issue log
- Issue type
- Where it appears
- Why it matters
- Suggested correction
3. Evidence
- Source links
- Relevant screenshots
- Claim-level notes
- Quote or excerpt checked
4. Scores
- Accuracy: 1–5
- Completeness: 1–5
- Tone/brand fit: 1–5
- Risk: low/medium/high
5. Final recommendation
- Safe to publish?
- Needs human owner review?
- Needs expert/professional review?
- What to fix first
Turn this into a managed request
Paste the AI output and use this exact report format in the managed pilot request.