Trust Layer

Don't trust output. Verify it.

Evidence on every value, format validators per country, and tamper signals before payout. Included free — not a +50% upsell.

Three checks, one verdict

Pick a layer to see what it proves in Fieldry.

total · 1.240,500.97

p.1 · [0.21, 0.74, …]bbox

Evidence

Value, confidence, status and evidence (page, text, bbox) on every field. Click a value, see the source box.

  • Page + text + normalized bbox
  • Per-field confidence
  • Review thresholds
Feature 1 of 3

Trust

Black box. Verified output.

What changes when evidence, validators and forensics ship by default.

After emphasis: 50%

BEFORE / Unverifiable AI
Black-box AI answers

No source, no confidence

Silent rewrites

Totals forced to match

Forensics as enterprise add-on

Gated behind custom quotes

Spreadsheet audit trails

Evidence assembled by hand

AFTER / Fieldry trust

Cited values

Fieldry

Free

Flagged, never rewritten

Fieldry

Honest

Tamper signals inline

Fieldry

Included

Audit-ready log

Fieldry

Exportable
Evidence and forensics included. No confidence surcharge.

Trust Layer questions, answered

The questions teams ask most about trust layer.

Talk to us

Extraction fills your schema. Trust proves it: per-field evidence with bbox, IBAN/tax/address validators, and file/image/consistency forensics — review thresholds included.

No. Mindee charges +50% for confidence and Reducto makes citations opt-in. Fieldry ships value/confidence/evidence on every field by default.

The value is flagged with status and evidence, never silently rewritten. Review-required fields route to your queue with the source box attached.

Verify every document today

Evidence, validators and forensics by default.

An auditor asks where a total came from. One click shows the page, the box and the passing checks.