Anthropic CCAO-F Exam : Claude Certified Associate-Foundations

CCAO-F
  • Exam Code: CCAO-F
  • Exam Name: Claude Certified Associate-Foundations
  • Updated: Aug 21, 2026
  • Q & A: 120 Questions and Answers

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Anthropic CCAO-F Exam Syllabus Topics:

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

Anthropic Claude Certified Associate-Foundations Sample Questions:

1. An support representative is configuring a Project for drafting customer-facing apology emails after service outages. The current custom instructions tell Claude to "be empathetic and casual, keep it short, and offer a goodwill credit." The customer-service team has flagged that recent drafts have been too brief, have offered goodwill credits in cases where policy does not allow them, and have used contractions that the brand voice guide prohibits.
Which adjustment best aligns the configuration to the use case?

A) Specify the brand voice attributes (empathetic, formal, no contractions), set a minimum length, and instruct Claude to recommend a goodwill credit only when the attached eligibility policy permits one.
B) Move the brand voice guide and the goodwill-credit policy into the Project knowledge base and rely on the documents alone to govern tone, length, and credit decisions, without changing the custom instructions.
C) Keep the existing instructions and add a sentence telling Claude to consult the brand voice guide and the goodwill-credit policy that are attached to the Project knowledge base.
D) Replace "be empathetic and casual" with "match the brand voice guide," remove the instruction to offer goodwill credits, and let each draft determine its own length based on the incident.


2. You are reviewing Connector setups that colleagues have proposed for various tasks.
Which two Connector setups represent safe and appropriate uses? (Select two.) Each correct answer presents a complete solution.

A) a read-only Connector that links to the public knowledge base for reference content
B) a Connector that links to the payroll system to allow team members to submit expense reports directly
C) a Connector that links to the team's project management workspace under approved scope
D) a Connector that links to a personal cloud storage account where team members store working drafts alongside personal files
E) a Connector that links to the personnel-records system for team leads to support scheduling tasks


3. 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, 5, 1, 4, 2
C) 3, 1, 5, 4, 2
D) 5, 3, 1, 4, 2


4. An HR associate is preparing to use Claude on a sensitive personnel matter. The organization's AI policy explicitly states that information related to ongoing investigations must not be entered into AI tools.
Which response best aligns with the policy?

A) Enter a paraphrased version of the investigation-related information that removes identifying details, since paraphrasing addresses the spirit of the policy.
B) Enter the investigation-related information into Claude only after the investigation closes, since the policy applies during the investigation period.
C) Refrain from entering investigation-related information into Claude and consult HR leadership for an approved alternative way to handle the matter.
D) Enter the investigation-related information into Claude in an Incognito chat, since Incognito chats do not retain information and therefore fall outside the policy's intent.


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


Solutions:

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

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