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Anthropic CCAO-F Exam Syllabus Topics:

Anthropic Claude Certified Associate-Foundations Sample Questions:

Question 1

An operations assistant is using Claude to support process optimization for an existing intake workflow. The assistant has access to the current process documentation and recent cycle-time data.
Which activity best uses Claude to support this process optimization task?

A. Generate an optimized version of the intake process based on industry benchmarks, then compare it to the current process to identify gaps.
B. Use Claude to interview each team member who works on the intake process and synthesize the interview output into a redesigned workflow.
C. Apply Claude to predict the cycle-time impact of each proposed change and rank them so the team can implement improvements in priority order.
D. Map the current intake process, identify likely bottlenecks based on the cycle-time data, and propose optimization options for human review.

Question 2

You are a project manager at Orinexa, Inc. You are picking a Claude model for a new production workload and must complete the requirements steps before testing candidates.
Which two steps must be completed BEFORE testing candidate models on a representative sample? (Select two.) Each correct answer presents part of the solution.

A. Choose a candidate model based on the requirements profile and known capabilities.
B. Sign off on the production rollout plan with the platform and security teams.
C. Define the quality bar, the latency tolerance, and the expected request volume.
D. Retest the selected model whenever a new model version is released.
E. Promote the selected model to production traffic for the workload.

Question 3

You are an operations team member preparing inputs to summarize customer feedback. The feedback file mixes public quotations with personal contact details.
Which preparation approach is most appropriate?

A. Submit the entire file unchanged so Claude has complete context.
B. Replace the feedback content with the personal contact details and ask Claude to invent the missing feedback.
C. Extract only the feedback content needed for the summary, redact or anonymize personal contact details, and submit the trimmed input.
D. Strip out the feedback content and submit only the personal contact details.

Question 4

You are an HR specialist reviewing model choices made by colleagues for various tasks.
Which two model choices represent appropriate matches between the model and the task? (Select two.) Each correct answer presents a complete solution.

A. a higher-capability model for complex multi-step legal reasoning under review
B. a higher-capability model selected solely because it is the most expensive option
C. a lighter, faster model for routine FAQ-style replies under tight latency budgets
D. a higher-capability model for one-line keyword extraction at high request volume
E. a lighter, faster model for nuanced multi-document strategic synthesis

Question 5

An HR business partner is configuring a new Project for recurring policy questions from managers. The Project will be used across many chats by several HR team members.
Which content belongs in the Project knowledge base?

A. the current employee handbook, the leveling guide, the policies-FAQ, and every email the HR team has sent about policy in the past year, for additional context
B. the current employee handbook, the leveling guide, and the policies-FAQ document referenced across the Project's chats
C. the current employee handbook plus prior versions of the handbook going back five years, so Claude can answer questions about how policies have changed
D. the current employee handbook only, with the leveling guide and the policies-FAQ attached at the start of each chat as needed for that chat's topic

Solutions: