Insurance
Claim packs with forensics signals before payout
FNOL forms, invoices, estimates and statements parsed to your schema — edited files and inconsistent totals flagged before money moves.
Challenge / Solution
Without Fieldry. With Fieldry.
A claim is a folder, not a file: forms, contractor estimates, prior invoices and ID copies — and the payout decision rests on all of it.
After emphasis: 50%
Unrelated PDFs, phone photos and scans land in one folder. Adjusters hunt for the one number that matters.
Contractor quotes and repair invoices don't always agree with each other — or with the policy.
Copy-pasted line items, resized scans and altered dates are invisible to the naked eye at volume.
Every settled claim must show its working. Screenshots of OCR output don't survive an audit.
Whole-pack extraction
Fieldry
Forensics pre-screen
Fieldry
Consistency checks
Fieldry
Adjuster-ready evidence
Fieldry
Key benefits
Pay faster on clean claims, hold the suspicious ones — with proof either way.
Straight-through clean claims
High-confidence packs settle without touch; adjusters work the flagged queue only.
Fraud-ring signals
Duplicate documents and repeated patterns across claims surface before the second payout.
Bulk backlogs cheap
Seasonal claim piles run through batch at half price; urgent claims stay sync.
Regulator-ready files
Every decision value carries its source. Complaints and audits resolve at the evidence level.
Hold the next bad payout
Run a real claim pack on free credits and see which values the forensics layer flags.
Get startedRelated use cases
File-level anomalies (edited PDFs), image-level anomalies (resized or copy-pasted regions) and consistency breaks (totals that don't match rows, dates outside policy periods). Each ships as a signal with evidence, not a verdict.
No — Fieldry produces signals, your adjusters decide. Judgment stays with the customer; we make the file transparent.
Photos work as supporting documents. Values extracted from them carry confidence scores, and low-confidence fields route to review instead of guessing.
REST API for real-time intake, webhooks for async bulk, n8n node for no-code routing. Results land in your system with the claim ID you passed in.
Ready for insurance without the fraud tax?
Fast claims for the honest, flags for the rest.
A staged claim flags at intake; genuine claims pay out faster with the fraud queue kept separate.