For this research, property claims file production means converting supplied inspection evidence into a reviewable package: an estimate, organised photographs, loss narrative, supporting records and production quality checks.
This is an editorial market definition, not a published statistical classification. It deliberately separates the following purchasing layers:
| Purchasing layer | Included in the core market? | Measurement rule |
|---|---|---|
| Outsourced estimate writing and documentation | Yes, where purchased by a carrier or its authorised service organisation | Count the production charge, not the entire adjusting invoice |
| Managed file production, including embedded QA and revisions | Yes | Count the carrier-facing contract once; do not add subcontractor revenue again |
| Dedicated production software | Only the attributable portion | Allocate actual licence or usage expenditure; avoid counting software already included in a managed-service fee |
| Separately purchased file QA | Yes, when specifically attributable to production | Distinguish finding defects from correcting them |
| Field inspections, travel and evidence capture | No; adjacent input | Separate these charges from desk production |
| Coverage investigation, settlement authority and indemnity | No | Do not treat claim payments as production spend |
| Contractor supplement preparation and restoration administration | Adjacent, not directly comparable | Use public prices only as scoped reference points |
Recommended unit of analysis: one unique claim-file cohort, with initial production, revisions and final acceptance linked together. Track supplements and reopened assignments separately rather than automatically treating each as another independent claim.