T35. Data quality metrics

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Task description

The organization can only ensure desired AI system performance by designing appropriate metrics to evaluate data quality.

The AI System Owner should ensure that the organization defines and documents data quality metrics for assessing the quality of the data the AI system uses.

The Algorithm Owner should ensure that the performance metrics align with the organization’s values and risk tolerance.