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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Workflow Integration and Solution Design | 16% | - Design AI-assisted processes and solutions - Integrate Claude into existing business workflows - Plan end-to-end Claude-augmented workflows |
| Configuration and Knowledge Management | 12% | - Configure Claude Projects with instructions - Manage knowledge sources and context - Maintain consistent system-level behavior |
| Prompting and Task Execution | 14% | - Create effective prompts for business and technical tasks - Iterate prompts to improve output quality - Apply task decomposition to structure complex requests - Adapt prompting strategies by task type |
| Governance, Risk, and Responsible Use | 15% | - Manage data sensitivity and privacy risks - Understand limitations and ethical boundaries - Apply responsible AI principles and policies |
| Troubleshooting and Optimization | 10% | - Diagnose context and performance issues - Adjust prompts and configuration to improve results - Identify causes of poor or unexpected outputs |
| Output Evaluation and Validation | 21% | - Determine when human review is required - Detect hallucinations, biases, and inconsistencies - Evaluate outputs for accuracy, completeness, and consistency - Apply fact-checking and validation methods |
| Product and Model Selection | 12% | - Understand model differences and use cases - Match model capabilities to task requirements - Select appropriate Claude product features |
Anthropic Claude Certified Associate-Foundations Sample Questions:
1. 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) 3, 1, 5, 4, 2
B) 5, 3, 1, 4, 2
C) 3, 5, 1, 4, 2
D) 1, 3, 5, 4, 2
2. You are an HR specialist sorting potential ethical risks of a Claude-supported workflow.
Which two risks pose the highest ethical concern in an HR-adjacent workflow? (Select two.) Each correct answer presents a complete solution.
A) inconsistent use of the company's preferred dash style across documents
B) decisions that materially affect a person's employment without human accountability
C) a clerical typo in a routine internal calendar invitation
D) outputs that systematically disadvantage members of a protected group
E) inconsistent tone and formatting across internal HR communications sent to employees
3. 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) Choose a candidate model based on the requirements profile and known capabilities.
B) Retest the selected model whenever a new model version is released.
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.
4. An HR business partner is configuring two separate Projects for two distinct client engagements.
Which configuration best prevents context bleed between the two engagements?
A) Configure both Projects to share the same memory context to reduce setup effort, even though shared memory between unrelated client engagements is precisely the configuration that produces context bleed.
B) Skip Project configuration entirely and use general chats for both engagements, which provides no scoped memory contexts and offers no structural separation between the two clients' work streams.
C) Use a single shared Project for both client engagements with combined memory, knowledge sources, and instructions, on the assumption that Claude will keep the two clients' contexts separate without configuration.
D) Set up each Project with its own distinct memory context, knowledge sources, and instructions, and verify that information from one Project does not appear in the other Project's responses.
5. You are a marketing manager using Claude to research a new market segment.
Which research step should be performed first?
A) Submit a series of Claude prompts to gather information across the segment.
B) Generate a final research report combining every Claude output produced.
C) Validate the gathered information against authoritative external sources.
D) Define the specific research questions that must be answered for the segment.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B,D | Question # 3 Answer: A,E | Question # 4 Answer: D | Question # 5 Answer: D |
