Claimed outcome (not L5-verified)
handle time, p50: 9.4 min → 5.6 min
The number is the provider's claim. L4 verifies the technical work; outcome verification (with both attestations + an evidence-vault data source) is L5.
L4AI-analyzedmethodology vv1.0 · 2026-03
[Placeholder] Insurance claims RAG, EU mid-tier carrier
Replaced first-line claims triage with a retrieval-grounded LLM assistant. Anonymised, GDPR-clean intake; review queue for adjusters.
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
- 2026-03
- Sector
- financial-services
- Stack
- OpenAI, pgvector, LangGraph
- Users
- 320 adjusters
- Throughput
- 12 p95
- Data
- 1.4M historical claims
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
ReviewedThe provider's architecture matches the claimed capability and the named stack is production-grade. Confidence interval recorded with the analysis output.
Stack coherence
ReviewedThe provider's architecture matches the claimed capability and the named stack is production-grade. Confidence interval recorded with the analysis output.
Scale plausibility
ReviewedThe provider's architecture matches the claimed capability and the named stack is production-grade. Confidence interval recorded with the analysis output.
Complexity classification
ReviewedThe provider's architecture matches the claimed capability and the named stack is production-grade. Confidence interval recorded with the analysis output.
Claimed-outcome consistency
ReviewedThe provider's architecture matches the claimed capability and the named stack is production-grade. Confidence interval recorded with the analysis output.
Novelty signals
ReviewedThe 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.