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APICS CPIM-8.0 Exam - Topic 2 Question 26 Discussion

Which of the following concepts MOST accurately refers to an organization's ability to fully understand the health of the data in its system at every stage of the lifecycle?
A) Data observability
B) Data portability
C) Data discovery
D) Data analytics

APICS CPIM-8.0 Exam - Topic 2 Question 26 Discussion

Actual exam question for APICS's CPIM-8.0 exam
Question #: 26
Topic #: 2
[All CPIM-8.0 Questions]

Which of the following concepts MOST accurately refers to an organization's ability to fully understand the health of the data in its system at every stage of the lifecycle?

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Suggested Answer: A

by Antonio at Jun 20, 2026, 06:15 PM

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Alline
3 days ago
I'm not so sure. B) Data portability seems important too, but not for health.
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Mitzie
8 days ago
I agree, A) Data observability feels right. It covers the whole lifecycle.
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Michel
14 days ago
I think it's A) Data observability. It makes sense for understanding data health.
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Wilda
19 days ago
Not sure about A, sounds too vague.
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Louis
24 days ago
A makes the most sense to me!
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Wayne
29 days ago
Wait, is data observability really a thing?
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Lorrie
1 month ago
I thought it was C) Data discovery.
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Carman
1 month ago
Definitely A) Data observability!
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Lon
1 month ago
I feel like D) Data analytics could be relevant, but it seems more focused on analyzing data rather than understanding its health throughout the lifecycle.
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Leigha
2 months ago
I'm a bit confused between A) and C). Data discovery sounds like it could involve understanding data health, but I guess that's more about finding data rather than monitoring it.
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Annice
2 months ago
I remember a practice question that mentioned data lifecycle stages, and I think that relates to A) Data observability too.
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Stephane
2 months ago
I think the answer might be A) Data observability, but I'm not completely sure. We talked about it in class as being about monitoring data health.
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