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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Troubleshooting and Optimization | 10% | - Identify causes of poor or unexpected outputs - Diagnose context and performance issues - Adjust prompts and configuration to improve results |
| Workflow Integration and Solution Design | 16% | - Integrate Claude into existing business workflows - Design AI-assisted processes and solutions - Plan end-to-end Claude-augmented workflows |
| Output Evaluation and Validation | 21% | - Detect hallucinations, biases, and inconsistencies - Determine when human review is required - Evaluate outputs for accuracy, completeness, and consistency - Apply fact-checking and validation methods |
| Prompting and Task Execution | 14% | - Iterate prompts to improve output quality - Adapt prompting strategies by task type - Create effective prompts for business and technical tasks - Apply task decomposition to structure complex requests |
| Product and Model Selection | 12% | - Match model capabilities to task requirements - Select appropriate Claude product features - Understand model differences and use cases |
| Governance, Risk, and Responsible Use | 15% | - Apply responsible AI principles and policies - Understand limitations and ethical boundaries - Manage data sensitivity and privacy risks |
| Configuration and Knowledge Management | 12% | - Maintain consistent system-level behavior - Configure Claude Projects with instructions - Manage knowledge sources and context |
Anthropic Claude Certified Associate-Foundations Sample Questions:
You are an operations lead mapping production tasks to Claude model strengths to set realistic expectations.
Which two production tasks fit Claude ' s strengths most clearly? (Select two.) Each correct answer presents a complete solution.
- A. drafting a tone-and-audience-aware customer-facing email under human review
- B. issuing a binding legal determination based solely on Claude ' s analysis of case documents
- C. monitoring a live sensor data stream and flagging anomalies as they occur in real time
- D. calculating the precise settlement value of a derivative contract using live market inputs
- E. synthesizing a single executive summary across many long source documents
Correct Answer: A,E 🗳️
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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. Choose a candidate model based on the requirements profile and known capabilities.
- C. Promote the selected model to production traffic for the workload.
- D. Sign off on the production rollout plan with the platform and security teams.
- E. Define the quality bar, the latency tolerance, and the expected request volume.
Correct Answer: B,E 🗳️
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You are an analyst reviewing a Claude response that addresses two of three required questions and skips the third.
Which prompt element most likely needs strengthening?
- A. The context provided to Claude should be expanded with additional background detail about the subject matter.
- B. The role assigned to Claude should be changed to a more specialized expert persona to increase response depth.
- C. The output format should be revised to allow Claude to determine the appropriate structure for each question ' s answer.
- D. The task statement should explicitly enumerate the three required questions and require an answer to each.
Correct Answer: D 🗳️
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You are a compliance specialist applying the organization's policy to a proposed Claude use case.
Which policy-application step should be performed first?
- A. Compare the proposed use case against the applicable policy provisions.
- B. Approve, modify, or reject the proposed use case based on the comparison.
- C. Identify which policy provisions apply to the proposed use case.
- D. Document the use case and the policy decision in the compliance register.
Correct Answer: C 🗳️
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A communications manager is drafting a prompt for Claude to produce a quarterly newsletter for store managers in three regions. The agreed key messages, regional details, and a prior newsletter the team liked are all available.
Which prompt approach is most likely to produce a usable first draft?
- A. Attach the prior newsletter and the agreed key messages, and ask Claude to produce a similar newsletter for this quarter.
- B. Provide the agreed key messages and the three regions, and ask Claude to choose an appropriate length and tone for store managers.
- C. Attach the prior newsletter, and ask Claude to match its tone and structure while incorporating the new key messages for the three named regions.
- D. Name the audience, the three regions, the length, the tone, and the agreed key messages, and reference the prior newsletter only as a tone example.
Correct Answer: D 🗳️
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