Insurance claims · Flagship - built

The decision: Pay or investigate

The claim file that reconciled against itself, and not against the register.

A motor damage claim with a repairer invoice, photographs, a medical certificate and six weeks of correspondence. Nothing in it is obviously wrong. The examination is not looking for something obviously wrong.

This is not a customer case study

There is no production tenant and no paying customer. Every document, finding and verdict on this page is synthetic, written to show what the forensic core examines and what a cited verdict looks like. No accuracy or detection figure appears here, because no pilot has produced one under a methodology we would publish beside it. The insurance rule set behind this example is built and tested; every rule ships marked unverified until a named person has checked it against the primary instrument.

What arrives

The bundle as it lands, before anybody has read it.

Repairer tax invoice4 pages, 22 line items, PDF
Damage photographs11 images, mixed sources
Medical certificate2 pages, scanned
Claimant statement3 pages, typed
Policy schedule9 pages, insurer-generated
Correspondence31 messages over 6 weeks

What gets examined

The forensic core runs on every document in the bundle regardless of sector. None of these questions changes when the industry changes.

Document lineage Fabrication detection Template comparison Image forensics Sender authentication Registry resolution Cross-file reuse Entity resolution Cross-document reconciliation

What comes back

Every finding carries at least two anchors drawn from at least two separate documents, and the benign explanation that would account for it. A pattern appearing once in one place is not reported at all.

Eighteen invoice line items appear verbatim on an earlier claim Cross-file reuse

The same repairer, the same eighteen part numbers in the same order, at the same unit prices, on a claim closed four months earlier for a different policyholder and a different vehicle. The totals differ; the line items do not.

Anchored to
  • Repairer tax invoice, pages 2 to 3, lines 4 to 21
  • Closed claim 2025-114872, repairer invoice, pages 2 to 3

The benign explanation: A repairer with a standard parts kit for a common collision type would produce similar invoices legitimately, and some workshops do template their quotes.

Three photographs carry capture timestamps preceding the reported incident Image forensics

Embedded capture metadata on three of the eleven images predates the incident date on the claim form by nine days. The remaining eight are consistent.

Anchored to
  • Damage photographs 4, 7 and 9, embedded capture metadata
  • Claim lodgement form, incident date field

The benign explanation: Camera clocks are frequently wrong, and images forwarded through messaging applications can carry the metadata of an earlier file entirely.

The decision timeframe expires in four business days Obligation

The clock started on receipt of the last outstanding information. Under the applicable code the decision is due within the encoded period, counted in business days under this state’s calendar, and a public holiday falls inside the window.

Anchored to
  • Correspondence, message 27, information received
  • General Insurance Code obligation, encoded rule with citation

The benign explanation: Not an integrity matter at all. It appears in the same verdict because the same file drives both, and because a decision made late is a breach whether or not the claim was sound.

The verdict

ESCALATE

Two independent integrity findings, each anchored to two documents, plus an obligation expiring inside the working week. The file is referred to a person with the reasons attached and the source pages linked.

The platform has not declined the claim, has not flagged the claimant, and has produced no score. It has produced a position that a claims officer can act on and, if challenged, defend line by line.

What it did not do

The same four constraints apply in every sector, and they are enforced in code rather than in policy.

No adverse decision

Nothing was declined, refused, held or approved by the platform. A person decides, on the record, with the reasoning in front of them.

Every sector

No score

No risk number, no ranking, no composite figure. The only number attached to a person is how many independent documents corroborate a fact about them.

Nowhere in the product

No single-source assertion

Two anchors from two documents, or the finding is not reported. This is the largest source of false positives in the category and the platform refuses to generate them.

Enforced at registration

No protected attributes

A detector referencing a protected attribute fails registration and the platform will not start. It is a structural guarantee rather than a policy.

Throws on load

How this gets tested on your own files

Hand us two hundred closed files. Settled claims, funded loans, granted applications, paid invoices, onboarded accounts. We examine them and show you the documents that lied, against outcomes you already know. It is the only honest way to evaluate this category, and it is the same motion in every sector on this page.

The other sectors

Only insurance is built. Every other sector is specified rather than shipped: the forensic core runs on any bundle today, and no rule set outside insurance has been encoded. [email protected]