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Isaca AAIA Exam - Topic 1 Question 20 Discussion

Which control is MOST important to verify in order to ensure proper data management with AI systems?
A) A data governance framework has been established.
B) Appropriate data metrics have been developed.
C) A data inventory has been determined.
D) Data has been labeled according to sensitivity.

Isaca AAIA Exam - Topic 1 Question 20 Discussion

Actual exam question for Isaca's AAIA exam
Question #: 20
Topic #: 1
[All AAIA Questions]

Which control is MOST important to verify in order to ensure proper data management with AI systems?

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Suggested Answer: A

According to the ISACA AAIA Study Guide, a 'Data Governance Framework' is the foundational control. It provides the policies, roles (stewards, owners), and standards necessary to manage the entire data lifecycle. Without a framework, activities like inventorying (Option C) or labeling (Option D) are ad-hoc and lack accountability. A formal framework ensures that data management is consistent, compliant with privacy laws, and aligned with the organization's risk tolerance. It is the 'enabling' control that makes all other data quality and security metrics meaningful and enforceable.


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Metrics are definitely important, but I wonder if they outweigh the need for a solid governance framework in this context.
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Jolanda
5 days ago
I feel like having a data inventory is essential, but I can't recall if it was considered the top priority in our studies.
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Ronny
10 days ago
I remember a practice question that emphasized the importance of data labeling, especially regarding sensitivity.
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Gerry
15 days ago
I think the data governance framework is crucial, but I'm not entirely sure if it's the most important.
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