Which carrier rules should be automated—and which require judgement?

Answer framing: Automate approved, testable requirements while preserving escalation for conflicts involving policy terms, facts, applicable law or repair judgement. Do not make lower estimate values the definition of better production.

Why it matters to buyers: Verisk’s estimate documentation explicitly allows completed line-item prices to differ from checkpoint prices because of material, equipment, labour or market conditions. Price-list conformity and a justified estimate are not necessarily identical. (xactanalysis.helpdocs.io)

Put this to: Brunko, Whatley, the carrier technical lead and claims counsel.

A good answer should distinguish:

• Administrative requirements, such as document naming and required fields.
• Deterministic checks, such as units, arithmetic and mutually inconsistent entries.
• Carrier conventions that require documented exceptions.
• Policy, legal, causation and repair-method questions requiring authorised judgement.

Ask who owns each rule, its effective date, the source of authority and the process for resolving conflicts. Require regression testing when a guideline or pricing configuration changes.

For outcome monitoring, propose testing unsupported reductions and unsupported additions symmetrically. Examine disputed omissions, justified exceptions and repeat corrections—not merely the dollar difference between two estimates.

Sharp follow-up: “If your system flags a defensible item because it conflicts with a default rule, can the reviewer preserve the item and record why?”

Artifact to request: a rule register with owners, versions, authority, exception treatment and test cases.

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