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Anthropic Claude Certified Associate - Foundations CCAO-F Question # 34 Topic 4 Discussion

Anthropic Claude Certified Associate - Foundations CCAO-F Question # 34 Topic 4 Discussion

CCAO-F Exam Topic 4 Question 34 Discussion:
Question #: 34
Topic #: 4

A knowledge worker is defining what “workflow optimization” means at the Associate level for the team’s recurring AI-supported workflows.

Which description is most accurate?


A.

Reducing the number of steps in the workflow to the smallest possible count, since fewer steps mean faster cycle time and lower error rates.


B.

Reducing redundancy, removing low-value steps, and applying Claude where it adds measurable value, while keeping required reviews and quality gates.


C.

Replacing manual steps with Claude-supported steps wherever possible, since each replacement adds value by reducing the time the team spends on the workflow.


D.

Standardizing every step of the workflow to a fixed template so each run produces identical output, without adjusting for variation in the workflow’s inputs.


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