The following is a proposed buying taxonomy, not a claim that every supplier in a category has identical scope.
| Operating model | Define the purchase as | Carrier work to retain or explicitly allocate | When to test it first | Main failure mode to test |
|---|---|---|---|---|
| Adjuster-led internal production | Preparation and checking within the existing adjusting workflow | Staffing, tools, training, evidence queries and acceptance | Field-to-desk continuity is important and current performance is competitive | Production work consumes more adjuster time than the budget reveals |
| Centralised internal estimating | A carrier-controlled production team serving multiple inspection sources | Intake standards, technical leadership, QA, exceptions and surge planning | There is repeatable volume and sufficient internal estimating expertise | The central team becomes a queue rather than a production improvement |
| Outsourced estimate writing | A defined estimate and agreed revisions from supplied evidence | Other reports, evidence completeness, integration and final review unless included | Drafting capacity is the measurable constraint | A cheap estimate leaves expensive assembly and correction work behind |
| Managed file production | A specified package, coordinated production QA and correction obligations | Acceptance standards, oversight, exceptions and claims decisions | Several hand-offs lack a clear production owner | “Managed” describes coordination but not responsibility for usable output |
| Internal production plus automation | Software supporting specified production tasks | Operators, rule ownership, validation, exceptions and system integration | The team is capable but repetitive work is consuming time | Software savings are offset by verification and maintenance |
| Independent QA or technical review | Review findings, and remediation only if separately included | Production, corrective action and claims decisions | The question is reliability or technical consistency rather than drafting capacity | More defects are identified without increasing correction capacity |
| Evidence standardisation first | Better-structured photographs, measurements, sketches and notes | Inspection execution, scope judgement and downstream production | Returns appear to originate before estimate writing begins | Better presentation is mistaken for complete evidence |
These distinctions are visible in actual offerings. Deskimate advertises estimate writing from carrier and third-party scopes; ABBYY describes document extraction and routing; and Guidewire describes claims-lifecycle software. They are not the same purchase. (deskimate.com)
Procurement test: For every task, ask: Who performs it, who verifies it, who corrects it, and whose budget pays? Do not accept “included” without identifying the deliverable and responsible party.
Sources cited on this page
- deskimate.comdeskimate.com