AAIR: Advanced in AI Risk

By Isaca · Question Mode

QuestionQ63

AI Life Cycle Risk Management

A risk practitioner evaluates an AI model that consumes varied external feeds and finds that their reliability is inconsistent. Which of the following BEST mitigates this risk?

Explanation

Data provenance records the origin, lineage, and handling of external data, while stage-gate quality reviews apply defined validation controls before data advances through the pipeline. Together, these controls directly address inconsistent feed reliability.

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