Fairness

Digital tools must not exhibit bias or any other discriminatory activity, challenge legal rights of individuals or organisations, or produce biased outputs. In the context of modelling, bias can be considered a systematic disparity in behaviour towards and management of particular data, digital tools or group of people compared to others of that category.

Concept & Risk Analysis

Development & Verification

Regulatory Use & Lifecycle Management

Validation & Uncertainty Quantification