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Anthropic CCAO-F Exam Syllabus Topics:

Anthropic Claude Certified Associate-Foundations Sample Questions:

Question 1

You are an operations lead mapping production tasks to Claude model strengths to set realistic expectations.
Which two production tasks fit Claude's strengths most clearly? (Select two.) Each correct answer presents a complete solution.

A. issuing a binding legal determination based solely on Claude's analysis of case documents
B. synthesizing a single executive summary across many long source documents
C. calculating the precise settlement value of a derivative contract using live market inputs
D. monitoring a live sensor data stream and flagging anomalies as they occur in real time
E. drafting a tone-and-audience-aware customer-facing email under human review

Question 2

You are a Claude associate troubleshooting a recurring poor output.
Which is the correct order of diagnostic steps?
(1) Form a hypothesis about which prompt element most likely caused the deficiency.
(2) Apply a single targeted change and observe the effect on the output.
(3) Read the output end to end and identify the specific deficiency.
(4) Compare the deficient output to the prompt to spot mismatches between input and output.
(5) Document the root cause and the resolution for future reference.

A. 4, 3, 1, 2, 5
B. 1, 3, 4, 2, 5
C. 3, 1, 4, 2, 5
D. 3, 4, 1, 2, 5

Question 3

You are a knowledge worker transitioning from a long, drifting conversation into a fresh, focused session.
Which is the correct order of transition steps?
(1) Begin a new chat and paste the summary as its starting context.
(2) Summarize the goals, key decisions, and open questions from the long conversation.
(3) Identify which references should persist beyond the current chat.
(4) Move persistent references into a Project's knowledge base or attach them as needed.
(5) Confirm the new chat is on-task before continuing the work.

A. 2,3,4,1,5
B. 3,2,4,1,5
C. 4, 3, 2, 1, 5
D. 1,2,3,4,5

Question 4

A knowledge worker is explaining the purpose of an organizational AI governance framework to a colleague.
Which description is most accurate?

A. A governance framework defines the training every employee must complete before using AI tools, with separate requirements for each tool the organization licenses.
B. A governance framework lists the AI tools the organization licenses and the cost of each, so users can pick the most cost-effective tool for each task.
C. A governance framework documents the AI policies the organization is legally required to adopt, focusing on regulatory compliance rather than day-to-day use.
D. A governance framework defines approved tools, allowed data, required reviews, and reporting paths so AI is used consistently and accountably.

Question 5

You are running an optimization pass on a recurring workflow.
Which is the correct order of optimization steps?
(1) Apply targeted optimization to the bottleneck step.
(2) Roll out the optimized workflow to the broader team and document the change.
(3) Identify the bottleneck step using measured time per step and queue length.
(4) Map the current workflow steps, owners, and decision points.
(5) Pilot the change with a small group and measure the effect against the prior baseline.

A. 4,3,1,5,2
B. 4,1,3,5,2
C. 4, 3, 2, 1, 5
D. 3,4,1,5,2

Solutions: