Trustgent
L4AI-analyzedmethodology vv1.0 · 2026-01

[Placeholder] Onboarding document classifier, Tier-2 bank

Production document classifier + structured extraction for onboarding KYC packets. Replaced a brittle rule pipeline.

By [Placeholder] Acme AI · sector: financial-services

Provider submission

The fields below are as submitted by the provider. The Trustgent AI analysis (further down) is a separate reading of these artefacts.

Date
2026-01
Sector
financial-services
Stack
Anthropic, Postgres, AWS Textract for OCR
Users
120 ops staff
Data
~38k packets/mo
Claimed outcome (not L5-verified)
manual review rate: 62% 21%

The number is the provider's claim. L4 verifies the technical work; outcome verification (with both attestations + an evidence-vault data source) is L5.

Trustgent AI analysis

The reading below is produced by methodology vv1.0. Each rubric criterion is scored with the AI's notes; a human reviewer signs off before publication. See how we analyze for the full rubric, prompt set, and model.

Technical depth

Reviewed

The provider's architecture matches the claimed capability and the named stack is production-grade. Confidence interval recorded with the analysis output.

Stack coherence

Reviewed

The provider's architecture matches the claimed capability and the named stack is production-grade. Confidence interval recorded with the analysis output.

Scale plausibility

Reviewed

The provider's architecture matches the claimed capability and the named stack is production-grade. Confidence interval recorded with the analysis output.

Complexity classification

Reviewed

The provider's architecture matches the claimed capability and the named stack is production-grade. Confidence interval recorded with the analysis output.

Claimed-outcome consistency

Reviewed

The provider's architecture matches the claimed capability and the named stack is production-grade. Confidence interval recorded with the analysis output.

Novelty signals

Reviewed

The provider's architecture matches the claimed capability and the named stack is production-grade. Confidence interval recorded with the analysis output.

What this page claims, and does not

This page documents the technical work the provider submitted and the Trustgent AI reading of it. It does not verify business outcome, and does not warrant current production status. For attested outcome see L5 records on the proof page.