A claim moves from reversible to irreversible at identifiable points. Registering it, requesting documents and setting an initial reserve can all be corrected. Authorising repairs, disposing of salvage, paying a full and final settlement and declining the claim cannot, or not without real cost to someone. An agent's depth should follow those points, rising with the routine work and stopping before each one.
Where does a claim stop being reversible?
A claim passes through many steps, and most early ones are internal to the insurer. The irreversible moments arrive when the insurer commits to someone outside: the policyholder, a repairer, a salvage buyer or a third party.
| Stage | Action | Reversible? | Why |
|---|---|---|---|
| Notification | Registering the claim and acknowledging it | Yes | Details can be corrected and the claim reclassified |
| Investigation | Requesting documents, booking an assessor | Mostly | Requests can be withdrawn, though the customer has been asked |
| Reserving | Setting or changing the reserve | Yes | An internal estimate, revised as facts emerge |
| Repair | Authorising a repairer to start work | No, once work begins | Parts are ordered and labour spent; stopping does not restore the vehicle or property |
| Total loss | Agreeing a total loss and disposing of salvage | No | Once salvage is sold, the item cannot be recovered for re-inspection |
| Settlement | Paying a full and final settlement | Very hard to reverse | Money has left, and the agreement may end the insurer's liability |
| Declinature | Declining the claim | Hard to reverse in effect | The customer may abandon the claim, pay for repairs themselves, or complain; reversing later does not undo the delay |
| Fraud referral | Referring the claim or customer for investigation | Hard to reverse | The customer may be flagged on shared records, and the relationship changes |
Two rows stand out because they are often treated as operational: repair authorisation and salvage disposal. Both feel like logistics. Both destroy options. Once a damaged vehicle is crushed, nobody can check whether the assessment was right.
Why is declinature as serious as payment?
It is natural to focus controls on money going out. Declinature is the opposite action, and it is no less consequential. A wrongly declined claim leaves a customer without cover they paid for, at the moment they need it. Many will not challenge the decision. Those who do may wait weeks or months for a review.
So declinature needs at least the same rigour as settlement. The reasons must be specific to the policy wording and the facts, and the decision should be made by a person who can be named. The guide on the EU AI Act and AI agents in insurance claims covers how transparency and oversight duties may apply. The EU AI Act lists risk assessment and pricing for life and health insurance as high-risk in Annex III; claims handling has its own considerations. This is an explanation of the rules, not legal advice; confirm how they apply to you with counsel.
How does this compare with payments and lending?
In payments, the single irreversible moment is settlement, after which recovery depends on another institution. In lending, it is the release of funds and what is then reported about the borrower. Insurance claims have several irreversible moments spread across the claim, and only one of them involves paying money. Repair, salvage and declinature are each points of no return. That makes claims a good example of why depth should be set per capability, not per agent.
What should the agent do at each depth?
- Depth 1: read the policy, its wording and endorsements, the claim history and any documents provided.
- Depth 2: draft coverage assessments, document requests, settlement offers and declinature letters for a handler to review.
- Depth 3: register claims in the claims system, acknowledge them, request standard documents, book assessors and set initial reserves within bounds.
- Depth 4, if earned: pay low-value, clearly covered claims within the customer's limit, where every load-bearing fact comes from a sealed or signed source.
- Stays with a person: repair authorisation above a set value, total loss agreements and salvage disposal, declinature, fraud referral and any claim with signs of vulnerability.
Depth 4 for small payments is a choice a firm may make, but only on evidence from its own claims, and only where the facts supporting payment are strong. A photograph uploaded by the claimant is external and cannot, alone, authorise a payment.
What happens in public benefit claims?
Public benefit claims share the structure of insurance claims, with an applicant, an entitlement and a decision, but the person affected often has fewer alternatives. A wrongly refused benefit may leave someone without income. The question of whether an AI agent can decide public benefit claims is answered more cautiously still, because the duties of public bodies are wider.
What controls hold the line?
- Hold repair authorisation and salvage disposal until a person confirms, with the evidence filed.
- Require the reasons for any declinature to cite the policy wording and the facts relied on.
- Check the provenance of every fact supporting a payment at the moment of action.
- Separate the handler who approves settlement from anyone who prepared it.
- Pause any claim showing signs of vulnerability for a person to review.
Where Pryme fits
In Pryme, each claims capability carries its own depth, earned through Attest on cases from your own claims book. The minimum chain checks provenance, your limits and the agent's certificate at each action, and holds repair, salvage, declinature and settlement above limits for a named person. See why autonomy in regulated industries is a question about reversal.
Questions people ask
Can an agent reopen a declined claim?
It can flag declined claims for review when new evidence arrives and draft the case for reopening. The decision to reopen and change the outcome should rest with a handler.
Is setting reserves safe for an agent?
Initial reserves within set bounds are reversible internal estimates, so depth 3 is reasonable. Large reserve changes should be reviewed, because they affect financial reporting.
What if the customer agrees to a settlement the agent proposed?
The agreement still needs a person's approval before payment if the amount is above the agent's limits. A proposal accepted by a customer is a strong signal, not an authorisation.