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Anthropic CCAO-F Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Configuration and Knowledge Management12%- Configure Claude Projects with instructions
- Manage knowledge sources and context
- Maintain consistent system-level behavior
Topic 2: Output Evaluation and Validation21%- Detect hallucinations, biases, and inconsistencies
- Apply fact-checking and validation methods
- Determine when human review is required
- Evaluate outputs for accuracy, completeness, and consistency
Topic 3: Workflow Integration and Solution Design16%- Plan end-to-end Claude-augmented workflows
- Design AI-assisted processes and solutions
- Integrate Claude into existing business workflows
Topic 4: Governance, Risk, and Responsible Use15%- Understand limitations and ethical boundaries
- Apply responsible AI principles and policies
- Manage data sensitivity and privacy risks
Topic 5: Troubleshooting and Optimization10%- Identify causes of poor or unexpected outputs
- Diagnose context and performance issues
- Adjust prompts and configuration to improve results
Topic 6: Product and Model Selection12%- Understand model differences and use cases
- Match model capabilities to task requirements
- Select appropriate Claude product features
Topic 7: Prompting and Task Execution14%- Adapt prompting strategies by task type
- Apply task decomposition to structure complex requests
- Create effective prompts for business and technical tasks
- Iterate prompts to improve output quality

Anthropic Claude Certified Associate-Foundations Sample Questions:

Question 1

Before uploading a customer file for a Code Execution analysis, a customer-success associate at Noventra, Ltd. is reviewing the planned task.
Which two practices best align with sound data handling? (Select two.)

A. Review the file for sensitive, confidential, or regulated fields before upload, and remove or redact any fields that are not required for the planned Code Execution analysis.
B. Bypass the data-classification policy because the task is internal, treating sandboxed processing as an exemption from the review that the policy requires before sensitive data is uploaded.
C. Confirm that the planned Code Execution task aligns with the organization's data-classification policy and escalate to the appropriate contact if the data sensitivity exceeds approved use.
D. Upload the full unredacted customer file without review, on the assumption that a sandboxed execution environment removes the need to apply the organization's data-classification policy.
E. Skip the upload review entirely on the basis of urgency, even though the file might contain regulated fields that organizational policy requires the user to redact before any Code Execution.


Question 2

You are a Claude associate running an ethics review on a Claude-assisted deliverable before publication.
Which is the correct order of review steps?
(1) Confirm that transparency requirements are met for the audience receiving the deliverable.
(2) Document the review outcome and any changes made.
(3) Identify the audience and the potential impact of the deliverable on that audience.
(4) Make targeted revisions or escalate if a concern requires more authority to resolve.
(5) Examine the content for unsupported generalizations, fairness concerns, and accuracy issues.

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


Question 3

You are a communications specialist preparing to describe Claude's role in a workflow to multiple stakeholder groups and must complete the preparation steps before drafting messages.
Which two preparation steps must be completed BEFORE drafting the stakeholder messages? (Select two.) Each correct answer presents part of the solution.

A. Archive the drafted messages in the corporate communications repository.
B. Identify the stakeholder groups and what each group needs to understand.
C. Send the drafted messages out and gather feedback for revision.
D. Schedule a follow-up forum to handle questions raised by the messages.
E. Define the key facts about Claude's role and the boundaries that apply.


Question 4

You are using Claude to redesign an employee onboarding workflow and must complete the high-level decomposition steps before specifying detailed artifacts.
Which two decomposition steps must be completed BEFORE specifying exact email content and the schedule? (Select two.) Each correct answer presents part of the solution.

A. Negotiate the onboarding budget with the finance department.
B. Roll out the onboarding workflow to every new hire across the company.
C. Identify the major phases of the onboarding experience.
D. Pilot the onboarding workflow with a small cohort of new hires.
E. Define the overall objective of the onboarding experience.


Question 5

You are reviewing items proposed for inclusion in a Project that supports policy summaries.
Which two items are appropriate to include in the Project? (Select two.) Each correct answer presents part of the solution.

A. employee onboarding records used in a separate HR workflow managed by the same team
B. active client case files maintained by a separate legal team for a different workstream
C. the summary format and the audience expectations the summaries must meet
D. presentation slides from a recent team training session on internal communication standards
E. the current policy library that the summaries are drawn from


Solutions:

Question 1
Answer: A,C
Question 2
Answer: D
Question 3
Answer: B,E
Question 4
Answer: C,E
Question 5
Answer: C,E

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