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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Product and Model Selection | 12% | - Differentiate between Claude model types - Select appropriate Claude product features - Align model selection with task requirements - Manage context limitations and memory |
| Governance, Risk, and Responsible Use | 15% | - Understand ethical implications of Claude use - Identify appropriate and inappropriate use cases - Apply data sensitivity, regulatory, and privacy considerations - Follow organizational AI policies and governance standards |
| Workflow Integration and Solution Design | 16% | - 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 |
| Prompting and Task Execution | 14% | - Iterate prompts to improve output quality - Create effective prompts for business and technical tasks - Apply task decomposition techniques to structure complex requests - Adapt prompting strategy by task type |
| Troubleshooting and Optimization | 10% | - Identify and diagnose issues with underperforming prompts or poor outputs - Adjust approaches based on feedback and results - Optimize workflows for efficiency and effectiveness |
| Configuration and Knowledge Management | 12% | - Create effective system-level instructions - Maintain and update configurations - Manage uploaded knowledge and connectors - Configure Claude Projects with instructions and knowledge sources |
| Output Evaluation and Validation | 21% | - Evaluate Claude-generated outputs for accuracy and completeness - Apply fact-checking and validation techniques - Organize and curate information and select appropriate output formats - Identify hallucinations, inconsistencies, and biases in responses - Determine when human review or additional verification is required - Edit and adapt outputs for the intended audience |
Anthropic Claude Certified Associate-Foundations Sample Questions:
Question #1
You received a vague request to " look at our pricing. " After discovery, the goal is confirmed: produce a structured competitor-pricing summary the team can act on, not new pricing ideas.
Which strategy best fits the clarified task?
A. Use an open conversational strategy that explores competitor pricing iteratively across several prompts, allowing the structure to emerge from the conversation.
B. Use a research strategy that gathers structured information about competitor pricing, names sources, and notes confidence in each finding.
C. Use a comparative analysis strategy that contrasts the company ' s pricing against a single named competitor, since pairwise comparison produces the clearest output.
D. Use a divergent brainstorming approach to generate a wide range of possible competitor-pricing observations, then narrow to the most likely ones.
Question #2
A customer-success associate is drafting a prompt that asks Claude to summarize a customer issue from the case file. The case file includes the customer ' s full government identifier, home address, name, account number, and the description of the issue. The summary the associate needs is about the issue.
Which approach is most appropriate?
A. Submit only the description of the issue and add the customer ' s name for context, since the description plus a name is sufficient to produce a summary.
B. Remove or redact the government identifier and the home address before submitting the prompt, since neither is necessary for a summary of the issue.
C. Submit the full case file and include an instruction telling Claude not to reference the government identifier or the home address in the summary.
D. Replace the government identifier with the customer ' s name and the home address with the account number, since names and account numbers are less sensitive than identifiers and addresses.
Question #3
A finance manager is about to discuss a confidential pre-announcement figure with Claude.
Which two settings best align with sound privacy practice for this conversation? (Select two.) Each correct answer presents a complete solution.
A. Open the conversation in Incognito mode, which prevents the conversation from contributing to Memory and avoids persistent retention of the confidential pre-announcement figure across sessions.
B. Enable Memory contribution for the conversation so the context carries forward to support follow-up analysis in future sessions.
C. Disable Memory contribution for the conversation if Incognito mode is not used, so the confidential figure is not retained as persistent context that could surface in later unrelated sessions.
D. Treat the conversation as appropriate for default Memory settings, since the figure will only be discussed briefly and is unlikely to be retained.
E. Skip the privacy setting decision and proceed with default behavior, since the conversation will not explicitly instruct Claude to remember the figure.
Question #4
You are a customer-success manager considering whether to escalate a Claude-generated response.
Which factor most strongly raises the impact of the output and supports escalation before external use?
A. The response is an internal draft summarizing the associate ' s notes from a customer call for their own reference.
B. The response is a brief internal announcement about an upcoming team all-hands meeting.
C. The response is an unchanged draft for a paying customer that includes a service-level commitment.
D. The response is a casual rephrasing of an internal team status update.
Question #5
You are an operations lead sorting Claude-driven research tasks by which deliver the most value.
Which two Claude-driven research tasks deliver the highest value in a typical analysis workflow? (Select two.) Each correct answer presents a complete solution.
A. Drafting a comparative summary of competing solutions from public materials.
B. Transcribing a recorded interview from audio notes into a structured document format.
C. Reformatting a completed research deck to adjust spacing, fonts, and slide layout.
D. Asking the model to generate representative customer quotations based on general research themes.
E. Synthesizing themes across a large set of customer interview transcripts.
Solutions:
| Question #1 Correct Answer: B | Question #2 Correct Answer: B | Question #3 Correct Answer: A,C | Question #4 Correct Answer: C | Question #5 Correct Answer: A,E |
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