Who pays when a cheap estimate becomes an expensive accepted file?

Answer framing: Compare the full production workflow on a consistent cohort, with a separate reconciliation from released staff time to actual budget changes.

Why it matters to buyers: The FinOps Foundation distinguishes resource metrics from business-outcome metrics and recommends progressively incorporating fully loaded costs. Separately, Paul Davis’s published reviewer vacancy explicitly includes estimate and documentation review against carrier guidelines—evidence of a distinct review function, not a benchmark for insurers’ review costs. (finops.org)

Put this to: the claims finance controller, Gee and the procurement lead.

A good answer should test this proposed formula:

Total cost per accepted file = attributable production, review, correction, exception, reinspection, technology and implementation costs for a defined cohort ÷ accepted files from that cohort.

The interview should establish:

• Cost ownership: Which department pays the supplier, and which absorbs correction work?
• No double counting: Is production labour already included in the managed-service fee? Are correction hours already included in reviewer time?
• Cohort integrity: Are costs and accepted files drawn from the same assignments and observation period?
• Unfinished work: How many files remain open, withdrawn or transferred? What further cost is expected?
• Allocation: How are shared software, supervision and implementation costs assigned?
• Benefit realisation: Did released time reduce overtime, avoid a hire, increase accepted throughput or simply move to another queue?

Show both fully allocated operating cost and decision-relevant incremental cost. Do not count a notional payroll saving unless finance can explain how the expenditure changes. Keep indemnity payments outside the production-cost numerator.

Sharp follow-up: “Which claimed savings disappear when we include the carrier’s first review and all subsequent corrections?”

Artifact to request: an anonymised cohort ledger reconciled to invoices, time records and finance-approved assumptions. If no files are accepted, report spend and zero accepted output—not a zero unit cost.

Expert quote: [Reserved for approved quotation, contributor, role and interview date.]