Methodology

Core logic

The methodology emphasises non-compensatory assessment. A serious weakness in one safety-critical area cannot simply be offset by strengths elsewhere. This is intended to improve the integrity of deployment decisions in clinical and public-sector settings.

Framework components

• Clinical safety and validation
• Bias detection and mitigation
• Documentation and transparency
• Accountability and governance
• Deployment monitoring and review

Intended use

The public site provides a high-level statement of the methodology. Detailed implementation specifications, worked examples, and future outputs will be published progressively as the project develops.