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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Configuration and Knowledge Management | 12% | - Maintain and update configurations - Configure Claude Projects with instructions and knowledge sources - Manage uploaded knowledge and connectors - Create effective system-level instructions |
| Governance, Risk, and Responsible Use | 15% | - Follow organizational AI policies and governance standards - Identify appropriate and inappropriate use cases - Apply data sensitivity, regulatory, and privacy considerations - Understand ethical implications of Claude use |
| Output Evaluation and Validation | 21% | - Organize and curate information and select appropriate output formats - 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 - Apply fact-checking and validation techniques |
| Prompting and Task Execution | 14% | - Iterate prompts to improve output quality - Adapt prompting strategy by task type - Apply task decomposition techniques to structure complex requests - Create effective prompts for business and technical tasks |
| Troubleshooting and Optimization | 10% | - Adjust approaches based on feedback and results - Optimize workflows for efficiency and effectiveness - Identify and diagnose issues with underperforming prompts or poor outputs |
| Workflow Integration and Solution Design | 16% | - Integrate Claude into existing workflows and communicate its value and limitations - Analyze requirements and use cases - Support solution design through iteration - Use Claude for research, planning, and process optimization |
| Product and Model Selection | 12% | - Differentiate between Claude model types - Align model selection with task requirements - Manage context limitations and memory - Select appropriate Claude product features |
Anthropic Claude Certified Associate-Foundations Sample Questions:
1. You are reviewing items proposed for inclusion in a Project that supports policy summaries.
Which two items are appropriate to include in the Project? (Select two.) Each correct answer presents part of the solution.
A) employee onboarding records used in a separate HR workflow managed by the same team
B) the current policy library that the summaries are drawn from
C) the summary format and the audience expectations the summaries must meet
D) presentation slides from a recent team training session on internal communication standards
E) active client case files maintained by a separate legal team for a different workstream
2. You are an operations team member preparing inputs to summarize customer feedback. The feedback file mixes public quotations with personal contact details.
Which preparation approach is most appropriate?
A) Replace the feedback content with the personal contact details and ask Claude to invent the missing feedback.
B) Extract only the feedback content needed for the summary, redact or anonymize personal contact details, and submit the trimmed input.
C) Strip out the feedback content and submit only the personal contact details.
D) Submit the entire file unchanged so Claude has complete context.
3. You are designing a checklist for evaluating Claude outputs and must complete the upstream steps before scoring an output.
Which two steps must be completed BEFORE scoring a Claude output against the checklist? (Select two.) Each correct answer presents part of the solution.
A) Document the final score and the reviewer comments for the audit trail.
B) Promote the approved output into the downstream production process.
C) Forward unacceptable outputs to a senior reviewer for second-pass review.
D) Specify the threshold that distinguishes acceptable from unacceptable output.
E) Define the evaluation criteria that matter for the task at hand.
4. You are a business analyst reviewing prompt drafts written by teammates.
Which two elements belong in a well-structured prompt for a business task? (Select two.) Each correct answer presents part of the solution.
A) A clear statement of the task that the model must perform
B) A short personal anecdote to make the prompt feel more conversational
C) Relevant context, such as the audience and the goal of the task
D) A comprehensive list of company products and services to provide the model with business context
E) A friendly, conversational tone instruction to make responses feel more approachable
5. 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 a casual rephrasing of an internal team status update.
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 an internal draft summarizing the associate's notes from a customer call for their own reference.
Solutions:
| Question # 1 Answer: B,C | Question # 2 Answer: B | Question # 3 Answer: D,E | Question # 4 Answer: A,C | Question # 5 Answer: C |
