White Paper — Replicating Expert Judgement
A validation study of AI-assisted clinical negligence assessment by Peyton AI®: 97.4% zero-shot concordance with senior expert opinion across 1,000 closed medical negligence cases.
Study Overview
This white paper documents how Peyton AI® evaluates breach of duty, causation, and damages and compares its triage assessments against independent senior expert opinion, demonstrating consistency at scale across multiple jurisdictions.
Methodology
- Case cohort selection and de-identification
- Algorithmic classification of breach, causation, and damages
- Independent expert opinion mapping
- Correlation analysis against expert conclusions
Key Finding
Peyton AI® achieved 97.4% zero-shot concordance with senior expert opinion across 1,000 closed cases, supporting its use as a consistent, defensible triage tool that accelerates — but does not replace — professional expert review.
Read More
Explore the platform on the Why Peyton AI page, review plans and pricing, or contact us for the full white paper.
Disclaimer: Peyton AI® is a technology company and is not a law firm. Peyton AI® does not provide legal or medical advice. Reports support — but do not replace — professional judgment.