Most questionable claims are not invented from nothing. They are a real incident, with one or two details moved — and the moved detail contradicts a document in the same file.
A motor claim arrives as a claim form, a police or accident report, photographs, a repair estimate or invoice, the policy, and the vehicle registration. Six documents, assembled by several people, at different times, under no obligation to be consistent with one another. When one of them has been adjusted, the others usually still say what they always said.
Two dates that cannot both be true
Three things a claim file can contradict itself about
Almost every cross-document finding in claims falls into one of three buckets: the date, the thing damaged, or the money.
| Bucket | The contradiction | Which documents reveal it |
|---|---|---|
| Dates | Repair work invoiced before the incident date, or an incident before cover began | Invoice against accident report; accident report against the policy |
| Dates | A report filed implausibly long after the event it describes | Accident report against the claim form |
| The vehicle | Plate, chassis or model that is not the insured vehicle | Accident report and invoice against the Mulkiya and policy |
| The vehicle | Damage invoiced to parts the report does not describe as damaged | Invoice against accident report and photographs |
| Money | Invoice totals that do not add up, or that exceed the estimate without explanation | Invoice on its own; invoice against estimate |
| Money | A workshop whose registration does not match the one on the invoice | Invoice against commercial registration |
None of these requires deciding whether a document "looks" genuine. Each is a comparison with a definite answer.
The Mulkiya is the anchor document
In a motor file, the vehicle registration is the one document the claimant did not write. It carries the plate, the chassis number, the make and model, the owner and the expiry — the fields set out in what a Mulkiya actually contains — and everything else in the file can be checked against it.
Reading it reliably is the precondition, which is the job of Mulkiya processing; the same extraction that turns a Mulkiya into a quote at the start of the policy is what verifies the claim at the end of it. Where a file also involves rental or leased vehicles, the mismatch patterns in car and LAR mismatches are the same shape of problem.
Speed is the business case, not suspicion
The temptation with claims is to frame every control as catching cheats. The better framing is that most claims are honest and are waiting behind the ones that are not. A check that resolves the consistent files quickly, and puts the inconsistent ones in front of a human with the contradiction already named, improves both numbers at once.
That also sets the bar for the output. "Risk 76" tells an adjuster nothing. "Repair invoice dated 12 September; accident report dated 19 September" tells them exactly what to ask — and the figures here, as elsewhere in this series, are illustrative rather than drawn from a real file.
Claim files are sensitive even when they are routine
A claim pack holds identity documents, an address, a vehicle, often medical detail and a narrative of someone's day. Oman's Personal Data Protection Law, Royal Decree 6/2022, has been fully enforceable since 5 February 2026, and the practical instinct it should produce is the one described in visitor data under the PDPL: know where the data sits and who can reach it.
DocHaqq runs on your own servers, so claim documents, findings and decisions stay inside your network, behind your own single sign-on and roles. It flags; your adjusters decide. See how it works, or talk to us about a batch of closed claims.
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