Working prototype

Triage Car insurance damage claims

Triage looks at photos of the damage, drafts an itemised repair estimate and gives each line a confidence score. Low-value claims where every line has high confidence are approved automatically. Every other claim goes to an adjuster, along with the reasons it was sent there. You can change the thresholds that make this decision in the settings below.

Load an example claim:

Thresholds

Applies to every claim
Auto-approve ceiling£750

Estimates at or below this amount, with confidence above the bar, are approved without an adjuster.

Confidence to auto-approve90%

Below this, even a cheap claim goes to a human first.

Confidence floor to escalate65%

Below this the estimate is not used at all, and the claim goes straight to a specialist.

Total-loss line70%

Repair estimate above this share of vehicle value goes to write-off review, never to an automatic repair.

These four numbers are illustrative starting points rather than validated production values. They are exposed here because they are the insurer's risk policy, and that is a decision worth making deliberately before launch. They apply to every claim, so try moving one and then switching claims above. The escalate floor is held at least five points below the auto-approve bar, because if the two cross then auto-approve becomes unreachable with no warning.

Claim

FRONT REAR BUMPER HOOD GLASS L FRONT DR L REAR DR R FRONT DR R REAR DR TRUNK BUMPER
None Minor Moderate Severe
Hover, focus, or click a panel to inspect and set its damage.
Anomaly signal flagged on this claim
Simulates an upstream fraud check for inconsistent photo metadata, reused images or vehicle mismatch. When it is on, it overrides every threshold above, and the estimate is not used until a person has checked it.

Assessment

No damage recorded yet. Click a panel on the car diagram, or load a claim above.

Adjuster review

Nothing to review yet.

✓ Authorised. The estimate is locked and marked ready for repair. Repair-shop routing and negotiation happen downstream, outside what is built here.