# Sidewalk accessibility photo caption triage

Judges: one caption from vision model. Questions: choice:barrier - curb/obstruction/surface/slope/none; score:severity 1-5. Action: Priority list for city repair.

Grade: A — A clean typed decision \(yes/no, a pick from a list, or a level on a scale\) that is concrete, repeats routinely, and has meaningful value.. Score: 4.55.

Vertical: Government & nonprofit.

Function: Ops & HR.

Status: Idea.

Volume: routine.

Value: meaningful.

Risk: high.

Evidence: null.

Flags: human-review.

- [Vertical](/verticals/government_nonprofit/)
- [Function](/functions/ops_hr/)
- [Sort 311 requests free text to department](/use-cases/sort-311-requests-free-text-to-department/)
- [311 service request categorization](/use-cases/311-service-request-categorization/)
- [Mutual aid request triage](/use-cases/mutual-aid-request-triage/)
- [Volunteer shift sign-up text sorting](/use-cases/volunteer-shift-sign-up-text-sorting/)
- [Volunteer application screening](/use-cases/volunteer-application-screening/)
- [Emergency volunteer skills matching](/use-cases/emergency-volunteer-skills-matching/)