How to let an AI agent register claims in your claims system

Registration is the safest part of a claim to hand to an agent, because it records facts rather than deciding anything. The agent checks the policy, captures the loss, checks for duplicates and opens the claim at depth 3. Coverage, non-standard reserves, fraud referrals and any payment stay with a handler, and each capability can be revoked on its own.

What is claim registration, and who owns it?

Registration, often called first notification of loss, turns a report into a claim record. Someone tells the insurer that something happened. The insurer identifies the policy, records what happened, when and where, who was involved, and what was damaged or lost, then opens a claim with a number and a handler.

The claims operations lead owns the registration process and its data standard. Claims handlers own the claim from the moment it is assigned. Underwriting owns what the policy covers. Finance and actuarial own reserving rules. Registration is valuable precisely because everything downstream depends on it: a loss date entered wrongly can put a claim outside cover, and a missed injury flag can delay the help a claimant needs.

Which capabilities should the agent have, and at what depth?

The connection itself, with its service account and read-only start, is the subject of connecting an AI agent to your claims system. Here are the capabilities to grant once that exists.

1. Agent, depth 1: identifies the policy from what the claimant provides, and confirms the reporter is the policyholder, a named party or an authorised representative.
2. Agent, depth 1: checks the policy was in force on the reported loss date. It reports what it found; it does not decide cover.
3. Agent, depth 3: captures the loss details in the structured fields: date, time, place, cause, parties, damage, injuries, police or incident references.
4. Agent, depth 1: checks for duplicates, such as the same loss reported by a broker and a claimant, or by two parties to one incident.
5. Agent, depth 3: opens the claim and assigns it to the queue the routing rules set.
6. Agent, depth 3: sets the initial reserve from the reserve table for that claim type, where the table covers it. Any reserve outside the table is held for a handler.
7. Agent, depth 3: sends the acknowledgement with the claim number, the handler's team and the next step.
8. Agent, depth 1: flags injuries, vulnerability, fraud indicators and urgent needs such as an uninhabitable home, for a person to act on.
9. Refused for the agent: coverage decisions, declining a claim, and any payment.

Why is the in-force check only depth 1?

It feels mechanical, but it is the first step towards a coverage decision. A policy that lapsed yesterday, a loss date the claimant is unsure of, a grace period for missed premiums: each turns a lookup into a judgement. If the agent tells a claimant "you were not covered", it has declined the claim in all but name.

So the agent records what it found and says nothing about cover to the claimant. The handler decides. The weight of early statements is explored in irreversibility in insurance claims: what is said at first notice is hard to take back.

How do you revoke a capability?

Revocation should be as precise as the grant. If duplicate detection starts missing matches, you should be able to drop that capability to depth 1 without stopping registration altogether. That needs each capability to be a separate grant in the agent's bounds and, where possible, a separate permission in the claims system's service account.

Write down three things before go-live: who may revoke each capability, how quickly it takes effect, and what happens to work in flight. Claims mid-registration should land in a held queue with their captured details intact, so a person finishes them. A certification run that clears no depth drops the agent to depth 1 across the board the same day.

What is the audit trail?

The report as received, with channel, time and the reporter's identity check. The claimant's own words are kept alongside the structured fields drawn from them.

Each field's source. Loss details from the claimant are declared. Policy status from the policy system is sealed. A police reference is declared until confirmed.

Each action and its verdict. Claim opened, reserve set, acknowledgement sent: allowed, held or refused, and the bound that decided.

Flags raised, and who picked them up and when.

Grants and revocations: when each capability's depth changed and who changed it.

What should you measure?

• Fields corrected by handlers after registration, by field. The loss date and cause matter most.
• Duplicate claims opened, and duplicates the agent flagged correctly.
• Flags missed, especially injuries, found later in handling.
• Reserves changed in the first week, compared with handler-registered claims.
• Time from first report to claim number.

Where does it usually go wrong?

The agent becomes the claimant's adviser. Claimants ask whether they are covered, what to do next, whether to get repairs started. The agent can explain the process. It cannot advise on cover.

Product claims are mixed with insurance claims. A firm that runs both, for example an insurer that also administers extended warranties, has two processes with different rules. Keep them as separate capabilities; handling warranty claims with an AI agent has its own design.

Regulation is assumed not to apply. Registration rarely sets price or decides cover, but some claims work touches health data or the life and health lines. Read the EU AI Act and AI agents in insurance claims before widening into triage or settlement.

Shadow runs are skipped. Registration looks simple, so teams go straight to depth 3. Run it alongside handlers first, as train, shadow, certify, widen sets out.