Technical
Independent Validation / Peer Review
Objective review of model assumptions and performance.
Definition
An independent, objective assessment (either internal or external) that challenges model assumptions, evaluates performance and robustness relative to intended use, and provides pre-deployment sign-off or remediation recommendations proportional to the model's materiality.
Related Terms
Model Validation
Processes to verify models perform as designed....
validation
Clinical validation of AI models....
Effective Challenge
Independent critical analysis capable of identifying model limitations....
Model Documentation
Records of model development, assumptions, and validation....
third‑party AI assurance
Independent evaluation services by external organisations....