Insurance · claims
Motor claim: settle Claim 4471, €3,400
A motor insurer, 200,000 claims a year. An agent prepares routine settlements and, within a mandate owned by the Head of Motor Claims, decides them; the payment service pays.
Follow it through the essentials (part two)Turn the map to this firm (part four)Walk its pathway on the explorer
Today, with a person
The handler is trained to assess claims and follows the claims manual. His signing limit is recorded in the claims system; above it, a supervisor approves. Each decision goes into the claim file, and quality reviews decide whether his authority grows, stays, or shrinks.
The question for the room
Would you let this agent decide a €3,400 settlement without individual human approval?
The day, in the record
- 08:12 Claim and policy located · contract 88-1201, renewed onto wording v14 on 12.08.2026
- 08:13 Repair estimate retrieved and verified
- 08:14 Settlement proposal prepared · beneficiary B-082 · declared basis v14 · operation C4471-S1
The mandate MC-05 · version 05.2 · since 15.06.2026
| Owner | Head of Motor Claims |
| Agent | claims-agent-01, acting for Motor Claims |
| Action | decide routine motor settlements within the limits and request execution through the payment service |
| Level | decide: the agent decides within the mandate; the payment service executes |
| Limit | €5,000 per settlement · €1.5m per day across the deployment |
| Conditions | applicable wording confirmed against the authoritative record · verified estimate · no prior payment |
| Review trigger | three referrals for one reason in seven days (R-02); a referral that finds a settlement already paid on the wrong wording narrows at once |
| Revocation | the owner, or a revocation rule |
| Challenger | Chief risk officer, the second line |
| Restore | after 20 clean proposals from a test chosen for the cause and run by model risk, on the owner’s signature; after a serious defect, the CRO signs as well |
| Expiry | 31.12.2026, or the next release of the agent, whichever comes first; renewed on the evidence of the quarter |
| Deputy | the Head of Claims Operations signs in the owner’s absence, within the same limits |
The knowledge that applies
Which wording applies to this contract? the insurer’s own contract wording; fixed by the policy period covering the date of the loss; owned by the policy data team.
- v13 on 88-1201 for the policy period to 11.08.2026 · excess €400
- v14 on 88-1201 from the renewal on 12.08.2026 · excess €250
What applies: loss · 04.09.2026 · in the period from 12.08 → v14 applies to 88-1201
Publishing v14 moved no policy onto it; the renewal did. An index rebuilt on 10.09 restored v13 text for policies renewed in August and returns it in good faith. Only the check against the policy record catches it before the money moves.
The check, at the act
| Identity | claims-agent-01, acting for Motor Claims |
| Release | v2.4 · approved and validated for this workflow |
| Applicable basis | wording v14, attached to 88-1201 for the period covering the loss on 04.09.2026 |
| Mandate | MC-05.2 active · €3,400 within €5,000 |
| Exact action | €3,400 to B-082, unchanged since declared |
| Current state | no prior payment for C4471-S1 · €1.5m daily limit not reached, permits in flight counted |
Outcome: permit · paid once
The act, and the customer
The payment service executes the act: settlement payment. The agent cannot pay: the payment service holds the credential.
The agent can explain its proposal and ask for missing evidence. The customer asks: “Can you settle my claim?”
The loop: The same mistake, three times
Rule R-02, within seven days. Restored after 20.
- 11.09 Claim 4476 referred: declared v13, applicable v14 for contract 88-1201 REFER · 1
One referral. Each one counts against the mandate’s review trigger. - 13.09 Claim 4482, same agent: declared v13, applicable v14 REFER · 2
Two referrals for the same reason, from the same agent. - 16.09 Claim 4490 has the same mismatch. R-02 is triggered after three referrals for the same reason within seven days NARROW
Three referrals: the rule narrows the mandate to recommend. The release does not change. - 17.09 Review MR-117: an index rebuild on 10.09 restored v13 text for policies renewed in August. The policy data team re-indexed and verified 12 correct lookups; no settlement was paid on a wording that did not apply CAUSE: SOURCE DATA
The cause is fixed at the source, by the team that owns the data. - 21.09 After 20 clean proposals from a test chosen for the cause, the Head of Motor Claims signs MC-05.4, and R-02 is re-armed. The three referrals remain in the record RESTORE
Twenty clean proposals from a test chosen for the cause, and a signature, restore it. The mandate changed twice; the release never did.
One record, every reader
| Who | Asks | Reads |
|---|---|---|
| CISO security and resilience | Who acted, and was it contained? | Its own identity. One gated call, paid once. |
| CTO architecture | Which model, and which release? | Release v2.4, two model tiers. |
| CFO finance | What did this claim cost? | €0.34 in tokens, €4.20 in review. |
| Business owner Head of Motor Claims | Who decided, and under which mandate? | Referred, then paid by a handler, within the handler’s limit. |
| CRO risk and the regulator | Can we show why it was paid? | Every version, on every line. |
| Compliance conduct and the customer | Was the customer treated fairly, and can we explain it? | Paid once, on the wording that applied to the contract. |
The record of the two acts, field by field
The fields of the record line, as part three gives them, filled for the clean act and for the referral. A field with two lines gives the agent’s line and the person’s, marked S1 and S2.
| Field | Claim 4471 · the clean act 11.09.2026 · permitted at 08:14, paid in the 10:00 run | Claim 4476 · the referral 11.09.2026 · referred at 08:31, decided by a handler at 15:20, paid in the 16:00 run |
|---|---|---|
| Before the act · what the check read | ||
| whenthe second the check decided, and the second the act committed | decided 11.09.2026 08:14:06 · committed 10:00:41, the payment run | S1 referred 11.09.2026 08:31:12S2 decided 11.09.2026 15:20:05 · committed 16:00:38, the payment run |
| the agent and its identitywhich agent, acting for whom, under its own identity, and how long its credential lived | claims-agent-01, acting for Motor Claims · its own identity · token issued 08:12:50, valid 15 minutes | S1 claims-agent-01, acting for Motor Claims · its own identity · token valid 15 minutesS2 handler H-117, Motor Claims · her own login · signing limit €10,000 |
| the releasethe release id, each model by version and hash, the prompt set, the validation report | v2.4 · tier-1 model 2026.06.1 (7c41e0) · tier-2 model 2026.05.2 (e9a3b7) · prompt set claims-settle 2.4 · validated by model risk, MRV-031, 01.09.2026 | S1 v2.4 · tier-1 model 2026.06.1 (7c41e0) · tier-2 model 2026.05.2 (e9a3b7) · prompt set claims-settle 2.4S2 none · a person’s decision in the claims system |
| the basiseach claim the act relied on, its version, and its standing at that second on both axes: evidential warrant, and authority | The excess on policy 88-1201 is €250 · wording v14 §4.2 · from 12.08.2026 · warrant validated · current · uncontradicted · authority: the signed wording · the policy data teamPolicy 88-1201 covers accidental damage · wording v14 §2.1 · from 12.08.2026 · warrant validated · current · uncontradicted · authority: the signed wording · the policy data teamThe repair estimate for claim 4471 is €3,650 · the claim file · 11.09.2026 08:13 · warrant validated against the repairer network · authority: claims operations | The excess on policy 88-1201 is €400 · declared: wording v13 §4.2 · superseded for 88-1201 since 12.08.2026 · warrant fails on currency · contradicted by the policy record · authority: the signed wording · the policy data teamThe excess on policy 88-1201 is €250 · applicable: wording v14 §4.2 · from 12.08.2026 · confirmed by H-117 at 15:19 · warrant validated · current · authority: the signed wording · the policy data teamThe repair estimate for claim 4476 is €2,960 · the claim file · 11.09.2026 08:30 · warrant validated against the repairer network · authority: claims operations |
| the mandate versionthe mandate in force at that second, with its level and its limit | MC-05.2 · since 15.06.2026 · decide · €5,000 a settlement · €1.5m a day across the deployment | S1 MC-05.2 · decide · €5,000 a settlementS2 the handler’s delegated authority · €10,000 · the delegated authority policy |
| the control standardthe control standard version and the rule set the check applied | CS-3 v2026.2 · rule set RS-MC-05 r14 | CS-3 v2026.2 · rule set RS-MC-05 r14 |
| the consequence tierthe tier the act was classified into, and the version of the taxonomy that classified it | routine · taxonomy CT-2026.1 · to €5,000, one policyholder, recoverable inside the recall window, inside the firm | routine · taxonomy CT-2026.1 |
| At the act · what the check decided | ||
| the check’s decisionpermit, refer, or block, how many of the six inputs held, and the reason code | PERMIT · six of six · reason code OK | S1 REFER · five of six · reason code BASIS-01: declared v13, applicable v14 for 88-1201 · owner: Motor Claims ReviewS2 PERMIT · the handler’s decision, within her limit |
| the exact actwhat was done, to whom, for how much, under which id, once | settle claim 4471 · €3,400 to B-082 · C4471-S1 · once | S1 proposed €2,560 to B-104 · C4476-S1 · not executedS2 settle claim 4476 · €2,710 to B-104 · C4476-S2 · once |
| the permitits id and what it was bound to: the mandate version, the release, the basis version, the exact act; and how long it held | PR-4471-1 · bound to MC-05.2, release v2.4, wording v14 §4.2 and estimate E-4471-1, €3,400 to B-082 · valid for the next payment run | S1 none · the proposal went to the review queue with the reasonS2 PR-4476-2 · bound to the handler’s authority, wording v14 §4.2, €2,710 to B-104 · valid for the next payment run |
| After the act · what came back | ||
| the receiptwhat the receiving system returned, and the reconciliation against it: one permit, one act, one receipt | P-4471 · €3,400 · the 10:00 run · acknowledged by the payment service 10:00:41 · reconciled against the payment ledger: one permit, one payment, one receipt | S1 noneS2 P-4476 · €2,710 · the 16:00 run · acknowledged by the payment service · one retry carried the same id, paid once · reconciled |
| the human decisionwhere a person decided: who, under which authority, what they confirmed, and when | none needed | S1 none yet · referred to a person with the reasonS2 handler H-117 confirmed v14 for 88-1201 and decided €2,960 − €250 = €2,710, at 15:20 |
| the costwhat the decision cost in tokens, and in a person’s time where one was needed | €0.34 in tokens · no reviewer time | S1 €0.34 in tokensS2 €4.20 of a handler’s time |
| retentionhow long the record, the manifest, and the permits are kept, and personal data inside them by its purpose | the record, the manifest, and the permits: ten years from the act, the period the insurer sets for settlement decisions of this tier (illustrative) · personal data by purpose and retention rule · a corrected fact is a new, linked entry | the record, the manifest, and the permits: ten years from the act, the period the insurer sets for settlement decisions of this tier (illustrative) · personal data by purpose and retention rule · a corrected fact is a new, linked entry |
control standard CS-3, version 2026.2 · rule set RS-MC-05 r14: refer above €5,000, on any mismatch of basis, on any prior payment · CT-2026.1 · the insurer’s consequence taxonomy · proposed by the CRO with compliance and Motor Claims, set by the board, 06.2026 · ids, dates, and figures invented.
The business case
200,000 claims a year, 60% eligible and 80% adopted; 25 minutes saved on each at €60 an hour, 65% realised. Run cost €600,000 a year; set-up €900,000. Wider benefits, losses, delays, and recovery costs are not yet included.
The people, on the day the mandate narrows
The handlers do this work today. The person who receives a referral holds at least the authority of the mandate the agent acted under, its limit included. Handler H-117 signs up to €10,000; the agent, up to €5,000. On a storm day, a storm doubles the claims that arrive, and all of them come back to people; with the agent still deciding, a storm day comes within about €120,000 of the €1.5m daily limit at the average settlement of €2,000, and a heavier one reaches it, where the current-state input refers the rest
What the law asks here
| Duty | Why here | Evidence | Boxes |
|---|---|---|---|
| GDPR, Article 22 (to be tested) a decision is solely automated and has a legal or similarly significant effect: a test the firm applies per type of decision | to be tested for the motor claim: a settlement decided and paid by the agent may have a similarly significant effect on the policyholder; where it does, the ground is Article 22(2)(a), necessary for the contract, with the 22(3) safeguards: a person on request, a view heard, a decision contested | a route to a person on request, with a time; reasons that explain the procedure and principles actually applied (CJEU C-203/22) | w4 w5 w6 |
| GDPR, Articles 15, 16, 17 personal data is processed | the claim file holds personal data | access to the data on request; a corrected fact as a linked entry; retention by purpose, the storage-limitation principle | w5 p5 |
| EU AI Act, high-risk (classified: not high-risk) the use is on Annex III, among them the creditworthiness of natural persons (5(b)), life and health pricing (5(c)), and essential public benefits (5(a)), and Article 6(3) does not take it out | not as built: motor claims are not on the list; Annex III point 5(c) covers risk assessment and pricing of natural persons in life and health insurance | the classification, with its reasoning, in the agent portfolio; if high-risk, human oversight and logs | e1 w1 w4 |
| EU AI Act, Articles 4 and 50 any provider or deployer; Article 50 when an AI system talks to people, since 2 August 2026 | Article 50: the agent answers the policyholder directly, so it says it is an AI system; Article 4 for the handlers who decide referrals | measures to support the AI literacy of the people who decide referrals (Article 4 as reworded by the 2026 omnibus: the duty stays, no guaranteed level); telling the person she is talking to an AI system | e4 w4 |
| DORA the firm’s ICT, and its ICT third parties | the insurer is a financial entity under DORA | identity and access control, under the ICT risk framework; incident classification and reporting; the register of ICT third-party arrangements; testing | p1 p3 p5 p6 e1 e4 |
| EIOPA opinion on AI governance (6 August 2025) an insurer uses AI outside the AI Act’s high-risk list; an opinion addressed to supervisors, not binding on its own | the insurer uses AI in claims | proportionate governance, data quality, oversight, and explanations | e4 w2 w4 w5 |
| EBA guidelines on restrictive measures | written for banks and payment firms; the sanctions regulations still bind the payment, and the payment service screens the payee | ||
| Consumer Credit Directive II | a motor claim is not consumer credit | ||
Dated 11 October 2026; from the shared duty table; not legal advice.
Notes on the case
- The wording is resolved per contract and policy period: 88-1201 renewed onto v14 on 12.08.2026, so a loss on 04.09 is settled on v14, while contracts not yet renewed, 77-0412 among them, stay on v13. The index that still returns v13 for 88-1201 is the failure the stale-wording scenario shows.
- Motor claims are not on the AI Act’s high-risk list: Annex III point 5(c) covers risk assessment and pricing for natural persons in life and health insurance. Conduct rules, GDPR, and the insurance supervisor apply first; whether a settlement engages Article 22 GDPR is a test the insurer applies per act.
- The record of the referral has two lines: the agent’s referral under MC-05.2, and the handler’s payment under the handler’s own signing limit. The review trigger has a serious-defect clause that narrows at once; the loop shown runs on the recurring rule of three referrals.
- Counts and thresholds (three referrals in seven days, restored after 20 clean proposals) are illustrative.