# Control 2.11: Bias Testing and Fairness Assessment

## Expected Screenshots

| Filename | Portal | Navigation Path | What to Capture |
|----------|--------|-----------------|-----------------|
| `01-copilot-test-scenarios.png` | Copilot | Agent → Test | Test scenarios for bias |
| `02-copilot-analytics-demographics.png` | Copilot | Analytics → User segments | Response by demographics |
| `03-sharepoint-bias-checklist.png` | SharePoint | Bias testing checklist | Testing documentation |
| `04-sharepoint-fairness-report.png` | SharePoint | Fairness assessment | Assessment results |
| `05-pauto-bias-flow.png` | Power Automate | Bias testing flow | Automated testing workflow |

## Verification Focus

- Bias testing is performed before deployment
- Fairness assessments are documented
- Demographic response analysis is available
- Testing is repeated after updates
