Testing claim evidence by its source tops the list, because it decides whether a claim is paid, how much, and whether fraud slips through. Next, in order: approving settlements at depth 4, reading policy wording, recognising vulnerable claimants, writing corrections that improve the agent, and knowing what a lapse does to the queue.
What does an agent change in claims handling?
Claims handlers register claims, gather evidence, check cover, assess value, spot fraud, settle and communicate with claimants throughout. Much of this is gathering and checking. An agent can register a claim from the first notification, request documents, check the policy for cover, compare repair estimates against typical costs, flag fraud indicators and draft settlement offers.
Handlers move from administration to judgement. The ranking below reflects how often each skill changes the outcome of a claim, weighted by what is at stake.
Which skills matter most, in order?
- Testing evidence by provenance. Every fact is stamped sealed, signed, declared or external. The insurer's policy records are sealed. A loss adjuster's report is signed. The claimant's account is declared. A repair estimate the claimant emailed is external. Settlements that rest on external evidence alone deserve the handler's challenge. This decides outcomes on most claims of any size.
- Approving settlements. The agent may pay small claims at depth 4 within limits, once certified. Above limits, it prepares the settlement and holds it. Handlers must check the valuation and cover, not just the arithmetic, and approve with a reason.
- Reading policy wording. The agent drafts a cover decision citing clauses. Handlers must check the interpretation, especially exclusions, conditions and endorsements specific to this policy.
- Recognising vulnerability. Bereavement, serious injury, financial hardship or distress can be buried in a routine-looking claim. Handlers must notice and adapt, and make sure the agent's tone and pace fit the person.
- Banking corrections. When a handler changes a cover decision or valuation, a one-sentence reason lets builders improve the agent's sources and bounds in the next qualification round.
- Understanding lapses. A certificate lasts 90 days, and a run that clears no depth drops the agent to depth 1 the same day. Small claims it was paying alone come back to the team. Handlers should know why and how to cope.
What does the agent do, and what stays with the handler?
| The agent | The claims handler |
|---|---|
| Registers claims and requests documents | Decides when evidence is sufficient |
| Drafts cover decisions citing clauses | Confirms interpretation and decides cover |
| Values claims and drafts settlements | Approves settlements above limits |
| Pays small claims within limits (depth 4, if earned) | Samples those payments and handles complaints |
| Flags fraud indicators | Decides whether to investigate |
IT administrators and operations managers rank skills differently; compare which skills matter most for IT administrators and which skills matter most for operations managers.
What does the top skill look like on a claim?
Take a motor insurer's claims team. A claimant reports a rear-end collision and submits photos and a garage estimate of 3,200. The agent checks cover, finds the damage consistent with the photos, and drafts a settlement at the estimate. It is held because the amount exceeds the agent's limit.
The handler checks provenance. The estimate is external, from a garage with no history on the insurer's approved list. The photos are declared. The insurer's own records, sealed, show the same vehicle had a claim two years earlier for rear damage, paid but never confirmed as repaired. The handler arranges an independent inspection. The damage is old. The claim is reduced to the new damage only, and the reasoning is recorded.
Insurers in Germany and Australia work under BaFin and APRA expectations respectively; see claims handler training in insurance in Germany and in Australia.
How should teams build these skills?
Start with provenance and settlement approval, since they decide the most money. Use real past claims as practice, including fraud cases and vulnerable claimants. Sample each handler's approvals monthly. Teams that want an external benchmark can use the Operator track at Pryme Intelligence Academy, where module tests are set in insurance. The argument for handlers as the deciding check is in why claims handlers are the real control, and the role map in AI agent skills by role.
Questions people ask
Can the agent decline a claim?
It can draft a decline with the clauses and evidence. A handler decides, because declines affect people and attract complaints.
Should handlers check every small claim the agent pays?
No. Sample them regularly, and look more closely at patterns: repeat claimants, the same garages, values clustered near the limit.
What about fraud referrals?
The agent flags indicators. Referring a claim for investigation is a handler's decision, recorded with reasons.