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Anthropic CCAO-F exam : Claude Certified Associate-Foundations
- Exam Code: CCAO-F
- Exam Name: Claude Certified Associate-Foundations
- Updated: Oct 07, 2026
- Q & A: 156 Questions and Answers
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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Configuration and Knowledge Management | 12% | - Configure Claude Projects with instructions and knowledge sources - Maintain and update configurations - Manage uploaded knowledge and connectors - Create effective system-level instructions |
| Prompting and Task Execution | 14% | - Create effective prompts for business and technical tasks - Adapt prompting strategy by task type - Iterate prompts to improve output quality - Apply task decomposition techniques to structure complex requests |
| Governance, Risk, and Responsible Use | 15% | - Identify appropriate and inappropriate use cases - Understand ethical implications of Claude use - Apply data sensitivity, regulatory, and privacy considerations - Follow organizational AI policies and governance standards |
| Troubleshooting and Optimization | 10% | - Identify and diagnose issues with underperforming prompts or poor outputs - Optimize workflows for efficiency and effectiveness - Adjust approaches based on feedback and results |
| Product and Model Selection | 12% | - Align model selection with task requirements - Differentiate between Claude model types - Select appropriate Claude product features - Manage context limitations and memory |
| Output Evaluation and Validation | 21% | - Evaluate Claude-generated outputs for accuracy and completeness - Determine when human review or additional verification is required - Identify hallucinations, inconsistencies, and biases in responses - Apply fact-checking and validation techniques - Organize and curate information and select appropriate output formats - Edit and adapt outputs for the intended audience |
| Workflow Integration and Solution Design | 16% | - Use Claude for research, planning, and process optimization - Support solution design through iteration - Analyze requirements and use cases - Integrate Claude into existing workflows and communicate its value and limitations |
Anthropic Claude Certified Associate-Foundations Sample Questions:
Question #1
An HR team member is reviewing a Claude-drafted set of interview questions intended for use across all candidates for a single role. The questions will be asked in the same order to every candidate.
Which review practice best supports fairness?
- A. Review the questions to ensure they apply equally to all candidates, avoid assumptions about candidate backgrounds, and focus on the role ' s actual requirements.
- B. Review the questions and add follow-up questions tailored to each candidate ' s resume so each interview can explore the candidate ' s specific experience.
- C. Review the questions and rotate the order across candidates so no candidate is consistently asked the hardest questions first.
- D. Review the questions for length and tone, since the questions Claude drafts are well-aligned to role requirements by default and need only stylistic adjustment.
Correct Answer: A 🗳️
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Question #2
You are an HR specialist reviewing data items proposed for inclusion in a Claude prompt.
Which two data items are appropriate to include in a Claude prompt for a routine task? (Select two.) Each correct answer presents a complete solution.
- A. Employee identification numbers and hire dates for the team roster included to help Claude personalize onboarding communications.
- B. Accommodation request notes from an employee's HR file needed to draft a role-adjustment memo.
- C. An anonymized summary of an HR policy that the model will rephrase.
- D. A redacted job description that the model will adapt for a posting.
- E. A compensation-band summary that includes employee names and current salary figures for a specific team.
Correct Answer: C,D 🗳️
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Question #3
You are a knowledge worker reviewing a Claude-generated brief that asserts a "well-known industry standard" without naming any source.
How should this assertion be handled?
- A. Accept the assertion because the phrase "well-known" is reassuring.
- B. Republish the brief unchanged because the claim sounds authoritative.
- C. Treat the assertion as unverified, and either source it from an authoritative reference or remove it.
- D. Strengthen the assertion by adding more confident wording.
Correct Answer: C 🗳️
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Question #4
An analyst has been asked to compute summary statistics from an uploaded sales data file and produce a chart for a weekly report.
Which output approach best fits the task?
- A. Ask Claude to estimate the summary statistics from a brief preview of the file, accepting unverified figures rather than running the calculations against the full uploaded dataset.
- B. Produce a written placeholder for the chart in the chat response without generating the actual visualization, leaving the weekly report without the visual output it requires.
- C. Use Code Execution to perform the calculations and generate the chart, then verify the computed results against the source data before sharing the output.
- D. Request a narrative description of the data in the chat response without computing values, leaving the summary statistics and the chart unproduced and the weekly report incomplete.
Correct Answer: C 🗳️
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Question #5
You are a marketing manager deciding what to include in custom instructions for a writing-focused Project.
Which two items belong in the custom instructions? (Select two.)
Each correct answer presents a complete solution.
- A. The brand voice and tonal expectations the writing must follow.
- B. A representative sample of past writing that reflects the team's preferred style and structure.
- C. The preferred writing style of the marketing manager who will review all final deliverables.
- D. The prompt author's preferred response length for internal messages unrelated to external deliverables.
- E. The standard structure and length expectations for typical deliverables.
Correct Answer: A,E 🗳️
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