The task
Assess and record model use in an environment where risk, traceability and responsibility matter.
Dutch private bank
AI that remains explainable and accountable.
Technical governance around models: explainability, fairness, auditability and controls on inputs and outputs.
The approach
SHAP and LIME for explanations, Fairlearn for fairness analysis, and audit and lineage for traceability. Guardrails provide an additional control layer.
No compliance badge
These components support governance. They do not replace legal advice, risk assessment or a formal compliance review.