Document relevant design choices

Develop high-risk AI systems using quality-compliant data sets

Use quality training, validation and testing data sets

Implement appropriate data governance and management practices

Implement appropriate data governance and management practices

Examine data sets for possible biases affecting health, safety, rights, or discrimination

Implement measures to detect, prevent and mitigate identified biases

Document data collection processes and origin

Identify and document data gaps or shortcomings

Document data preparation processing operations

Ensure data sets are relevant, representative, error-free and complete