Anthropic Claude Certified Associate-Foundations : CCAO-F

  • Exam Code: CCAO-F
  • Exam Name: Claude Certified Associate-Foundations
  • Updated: Sep 08, 2026
  • Q & A: 120 Questions and Answers

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About Anthropic Claude Certified Associate-Foundations : CCAO-F Exam

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Anthropic CCAO-F Exam Syllabus Topics:

SectionWeightObjectives
Output Evaluation and Validation21%- Determine when human review or additional verification is required
- Evaluate Claude-generated outputs for accuracy and completeness
- Edit and adapt outputs for the intended audience
- Identify hallucinations, inconsistencies, and biases in responses
- Organize and curate information and select appropriate output formats
- Apply fact-checking and validation techniques
Configuration and Knowledge Management12%- Create effective system-level instructions
- Manage uploaded knowledge and connectors
- Maintain and update configurations
- Configure Claude Projects with instructions and knowledge sources
Workflow Integration and Solution Design16%- Use Claude for research, planning, and process optimization
- Support solution design through iteration
- Integrate Claude into existing workflows and communicate its value and limitations
- Analyze requirements and use cases
Product and Model Selection12%- Select appropriate Claude product features
- Manage context limitations and memory
- Align model selection with task requirements
- Differentiate between Claude model types
Governance, Risk, and Responsible Use15%- Identify appropriate and inappropriate use cases
- Apply data sensitivity, regulatory, and privacy considerations
- Understand ethical implications of Claude use
- Follow organizational AI policies and governance standards
Troubleshooting and Optimization10%- Adjust approaches based on feedback and results
- Identify and diagnose issues with underperforming prompts or poor outputs
- Optimize workflows for efficiency and effectiveness
Prompting and Task Execution14%- Create effective prompts for business and technical tasks
- Apply task decomposition techniques to structure complex requests
- Adapt prompting strategy by task type
- Iterate prompts to improve output quality

Anthropic Claude Certified Associate-Foundations Sample Questions:

Question 1

You are handling a document containing mixed-sensitivity content before using it with Claude.
Which data-handling step should be performed first?

A. Redact sensitive fields and replace them with appropriate placeholders.
B. Submit the redacted document to Claude for the intended task.
C. Classify the content of the document and identify which fields are sensitive.
D. Review the redacted document with a peer to confirm the redaction is complete.


Question 2

You are a business analyst evaluating a Claude-generated business case against the agreed acceptance criteria.
Which is the correct order of evaluation steps?
(1) Compare the business case with the source data and required topics.
(2) Document gaps and inaccuracies for follow-up or correction.
(3) Restate the acceptance criteria for the business case.
(4) Decide whether to use the business case, iterate, or escalate.
(5) Read the business case from beginning to end to form an initial impression.

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


Question 3

You are evaluating proposed workflow changes against whether they meaningfully improve the workflow.
Which two proposed changes meaningfully improve a recurring Claude workflow? (Select two.) Each correct answer presents a complete solution.

A. extracting the standard reference material into a Project to avoid repeating it
B. labeling each workflow step with descriptive names to improve readability for new team members
C. reorganizing the workflow document's section headings to improve navigation
D. updating the team's shared workspace name to reflect the new workflow process
E. adding a quality check on outputs before they enter the downstream process


Question 4

Before sharing a Claude-generated brief, an analyst is applying the AI Fluency Framework Discernment competency to evaluate it.
Which review best reflects Discernment principles?

A. Conduct a systematic check of the brief against the task requirements, source material, and professional standards before sharing it.
B. Review the opening paragraph and the conclusion of the brief, since these sections typically reflect the quality of the full document.
C. Skip the source material check during review and rely on overall tone and logical flow as proxies for factual accuracy.
D. Accept the brief on the basis that it reads fluently and the subject matter aligns with the analyst's professional knowledge of the topic.


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 plus prior versions of the handbook going back five years, so Claude can answer questions about how policies have changed
B. the current employee handbook, the leveling guide, and the policies-FAQ document referenced across the Project's chats
C. 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
D. 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


Solutions:

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

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