CapSeal lands on the line where photo-based fraud is loudest, then extends wherever claims rely on images or documents. The mechanism is the same everywhere - trust the evidence at capture - but the fraud pattern it kills differs by line.
Highest photo volume and highest fraud - the natural beachhead. Kills edited and AI-generated damage photos, re-used images from prior claims, and staged-damage submissions.
Fabricated or exaggerated damage imagery and doctored contents inventories. Provenance-sealed capture makes "before/after" manipulation and stock-image submission unworkable.
Higher claim values raise the payoff of fabricated invoices and inflated estimates. Document sealing and template-lineage checks target manipulated repair and replacement paperwork.
Synthetic medical certificates and fabricated reports are a fast-growing vector. CapSeal seals document provenance - but note the honest limit below: it proves the document is real, not that the underlying claim is truthful.
One line, 60-90 days, measured on auto-pay rate and fraud caught at intake.
Full production on motor, tuned policy, dashboard live for your SIU team.
Property and commercial, reusing the same SDK and verdict engine.
Cross-carrier verification switches on the double-claim moat.
Motor is the usual start, but we'll run a pilot wherever your evidence fraud is worst.
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