ASEAN Guide on AI Governance and Ethics
Operations Management

ASEAN Guide on AI Governance and Ethics AIGE-OM-2: Data quality and representativeness

Ensure data used for training, testing and validation is sufficiently representative and of adequate quality, monitored across target populations to mitigate bias.

Maintained by Gerard BlokdykVerified against the published standard Control text last updated

What else in your programme already covers this

This control maps to 5 controls across 3 other frameworks. If you already hold one of them, the evidence you collected for it is the starting point here rather than new work.

ISO/IEC 23894:2023 · 1 control

  • ISO23894-A.1 Data Quality and Representativeness

ISO/IEC 42001:2023 · 1 control

  • A.7.4 Quality of data for AI systems
  • AIGF-1.3 Data Management

Every mapping shown was judged rather than inferred from wording similarity, and the ones that failed review are published too. See the coverage reports and what was rejected.

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