Analyze Box Damage

Run the full box damage inspection pipeline on uploaded field photos.

Accepts multipart/form-data with one or more image files. Returns all data needed for downstream PDF / Smartsheet / schedule construction.

Form fields: images[] — JPEG/PNG field photos (required, one or more) box_name — Box identifier, e.g. "J420 Unit 4" client_name — Client name for report header company_name — Company name for report header inspection_date — ISO date string (defaults to today) use_heuristic — Skip VLM, use geometry-based severity only (faster, no API cost) min_low_count — Min low-severity detections to include an all-low image