Control Details
Control Implementation
View control requirements, implementation steps, and evidence.
View control requirements, implementation steps, and evidence.
Implement appropriate measures to mitigate detected biases in datasets to reduce discriminatory outcomes and improve fairness across all protected characteristics.
Implement appropriate measures to mitigate detected biases in datasets to reduce discriminatory outcomes and improve fairness across all protected characteristics.
Control Type
corrective control - Designed to correct issues after they occur
Review Frequency
After bias detection
Risk Level
high - Important for compliance, requires prompt attention
Refer to the source standard for detailed implementation steps, evidence requirements, and success criteria.
AI Data Governance Standard →POL-AI-001
AI Governance Policy
View policy for full requirements mapping.
Control ID
DATA-008
Legal Basis
Article 10Source Standard
STD-AI-003Parent Policy
POL-AI-001Risk Level
High