Control Details
Control Implementation
View control requirements, implementation steps, and evidence.
View control requirements, implementation steps, and evidence.
Apply appropriate anonymization or pseudonymization techniques to protect privacy while enabling AI system development, balancing privacy protection with data utility.
EU AI Act
Article 10Frequency
Before training, for personal data
Category
Data GovernanceStandard
STD-AI-003Apply appropriate anonymization or pseudonymization techniques to protect privacy while enabling AI system development, balancing privacy protection with data utility.
Control Type
preventive control - Designed to prevent issues before they occur
Review Frequency
Before training, for personal data
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-015
Legal Basis
Article 10Source Standard
STD-AI-003Parent Policy
POL-AI-001Risk Level
High