- Exam Code: CCAO-F
- Exam Name: Claude Certified Associate-Foundations
- Certification Provider: Anthropic
- Corresponding Certification:Claude Certified Associate
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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Prompting and Task Execution | 14% | - 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 2: Output Evaluation and Validation | 21% | - Detect hallucinations, biases, and inconsistencies - Determine when human review is required - Apply fact-checking and validation methods - Evaluate outputs for accuracy, completeness, and consistency |
| Topic 3: Configuration and Knowledge Management | 12% | - Manage knowledge sources and context - Configure Claude Projects with instructions - Maintain consistent system-level behavior |
| Topic 4: Product and Model Selection | 12% | - Understand model differences and use cases - Select appropriate Claude product features - Match model capabilities to task requirements |
| Topic 5: Troubleshooting and Optimization | 10% | - Adjust prompts and configuration to improve results - Identify causes of poor or unexpected outputs - Diagnose context and performance issues |
| Topic 6: Governance, Risk, and Responsible Use | 15% | - Manage data sensitivity and privacy risks - Understand limitations and ethical boundaries - Apply responsible AI principles and policies |
| Topic 7: Workflow Integration and Solution Design | 16% | - Plan end-to-end Claude-augmented workflows - Design AI-assisted processes and solutions - Integrate Claude into existing business workflows |
Anthropic Claude Certified Associate-Foundations Sample Questions:
1. A customer-success team member is reviewing a Claude-generated customer health-check report against the agreed deliverable list. The report covers all five required topics, but the renewal-risk section names only one risk factor where the deliverable specification calls for renewal risk to be assessed across pricing, product fit, and stakeholder change.
Which conclusion is best supported?
A) The report does not meet the deliverable specification because a section that addresses only one of three required risk dimensions counts as a missing section.
B) The report's completeness cannot be assessed from the deliverable specification alone; the customer should review the output and confirm whether the renewal-risk depth is sufficient.
C) The report meets the topic-level requirements but the renewal-risk section is under-scoped against the specification and should be expanded before delivery.
D) The report meets the deliverable specification because all five required topics appear and the renewal- risk section is present in the output.
2. You are an operations lead evaluating prompting strategies that teammates have proposed for various task types.
Which two strategies represent appropriate matches between strategy and task type? (Select two.) Each correct answer presents part of the solution.
A) rigid templated prompting for early-stage creative naming and tagline ideation
B) open exploratory prompting for legal contract redlining against a clause library
C) open exploratory prompting for early-stage strategic brainstorming on a new market
D) rigid templated prompting for monthly compliance reports against a fixed schema
E) rigid templated prompting for casual customer-feedback summarization with no schema
3. 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) 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.
C) 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.
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.
4. A knowledge worker is explaining the purpose of an organizational AI governance framework to a colleague.
Which description is most accurate?
A) A governance framework defines the training every employee must complete before using AI tools, with separate requirements for each tool the organization licenses.
B) A governance framework documents the AI policies the organization is legally required to adopt, focusing on regulatory compliance rather than day-to-day use.
C) A governance framework lists the AI tools the organization licenses and the cost of each, so users can pick the most cost-effective tool for each task.
D) A governance framework defines approved tools, allowed data, required reviews, and reporting paths so AI is used consistently and accountably.
5. You are a project manager reviewing Claude usage approaches that teammates have proposed for a project workflow.
Which two workflow steps are well-suited for Claude support? (Select two.) Each correct answer presents a complete solution.
A) approving a final external press release without any human review
B) deciding promotion outcomes for staff based solely on the model's judgment
C) drafting a structured project status update from a set of meeting notes
D) synthesizing a literature review across many uploaded research documents
E) issuing legally binding contractual commitments on behalf of the company
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C,D | Question # 3 Answer: A | Question # 4 Answer: D | Question # 5 Answer: C,D |
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