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Isaca AAIA Exam - Topic 3 Question 10 Discussion

Which of the following is the PRIMARY benefit of implementing a robust data governance framework specific to AI solutions in an organization?
C) It fosters adherence to industry regulations while minimizing the risk of data breaches and privacy violations.
A) It focuses on enhancing the accuracy and reliability of AI model predictions.
B) It accelerates AI implementation timelines by fully automating data preparation processes.
D) It reduces the need for human oversight, ensuring seamless and autonomous data governance.

Isaca AAIA Exam - Topic 3 Question 10 Discussion

Actual exam question for Isaca's AAIA exam
Question #: 10
Topic #: 3
[All AAIA Questions]

Which of the following is the PRIMARY benefit of implementing a robust data governance framework specific to AI solutions in an organization?

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Suggested Answer: C

by Tiffiny at Nov 19, 2025, 03:48 PM

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Vesta
3 months ago
D seems risky. We still need human judgment in governance.
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Alecia
3 months ago
B is tempting, but automation can overlook quality.
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Eric
3 months ago
But without C, we risk major breaches. That's scary!
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Phil
3 months ago
A sounds good too. Accuracy is key for AI success.
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Skye
4 months ago
I agree, C ensures compliance and protects data.
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Darnell
4 months ago
I think C is the best choice. Regulations are crucial.
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Rusty
4 months ago
C makes total sense, especially with all the regulations out there!
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Veta
5 months ago
Wait, are we really reducing human oversight? Sounds risky.
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Dottie
5 months ago
I think A is more important. Accuracy matters most!
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Wilda
5 months ago
Haha, D) reducing human oversight? Yeah, right. I'll take C) and keep my job, thanks.
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Harrison
5 months ago
B) sounds nice, but fully automating data prep is a pipe dream. C) is the practical choice.
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Arletta
5 months ago
C) is the way to go. Minimizing risk is key when dealing with sensitive data.
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Delisa
5 months ago
C) is the correct answer. Gotta love those industry regulations!
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Marilynn
6 months ago
I’m torn between C and A, but I think C might be more comprehensive in addressing regulatory concerns.
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Loise
6 months ago
I feel like option D is a bit misleading since I recall that human oversight is still crucial in data governance.
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Cherri
6 months ago
I remember a practice question that emphasized the importance of data accuracy, which makes me consider option A, but I’m not entirely sure.
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Alona
6 months ago
I think the primary benefit might be related to compliance and risk management, so I’m leaning towards option C.
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Justine
6 months ago
The question is asking about the PRIMARY benefit, so I think I need to really focus on identifying the most important advantage. C seems to cover the key compliance and risk management aspects the best.
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Minna
6 months ago
D seems a bit too extreme to me. Fully autonomous data governance might not be realistic or desirable. I'd go with C as the best option here.
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Domitila
7 months ago
Definitely C! Compliance is key in AI.
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Earlean
7 months ago
I'm leaning towards A. Improving model accuracy and reliability should be the top priority when implementing data governance for AI, in my opinion.
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Larae
7 months ago
B is a bit misleading; automation doesn’t always speed things up.
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Cyril
8 months ago
Hmm, I'm not sure. I was thinking B might be the best answer since faster data prep could really speed up AI implementation. But C also seems important for managing risk.
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Mauricio
8 months ago
I think the primary benefit is C - it fosters adherence to regulations and minimizes data breaches. Robust data governance is crucial for AI compliance and security.
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Carlee
2 months ago
C covers a lot of ground. Security and compliance are non-negotiable!
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Alberto
3 months ago
True, but if we don’t follow regulations, we could face serious consequences.
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Wenona
3 months ago
But what about A? Accuracy is super important too!
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Celeste
7 months ago
Absolutely! Without proper governance, we risk so much.
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Hortencia
7 months ago
I agree, C is definitely the right choice. Compliance is key!
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