Crew dashboard
Pick a crew to open their day's MILP-assigned route. The crew can mark each stop in-progress, snap an after-photo, and the ResolutionAgent's CLIP + pothole-CNN audit decides whether to close the ticket or push back.
0 active crewsEach crew handles 1 issue type
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Closure verification (the trust differentiator): when a crew uploads an after-photo, the ResolutionAgent runs
CLIP scene similarity + a pothole-defect CNN. Same location + cleared defect → verified_resolved. Different location → rejected_photo_swap. Same place but still defective → rejected_still_defective (the crew has to redo it). This is what BBMP's own apps structurally can't audit.