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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Workflow Integration and Solution Design | 16% | - Use Claude for research, planning, and process optimization - Support solution design through iteration - Analyze requirements and use cases - Integrate Claude into existing workflows and communicate its value and limitations |
| Output Evaluation and Validation | 21% | - Evaluate Claude-generated outputs for accuracy and completeness - Determine when human review or additional verification is required - Organize and curate information and select appropriate output formats - Edit and adapt outputs for the intended audience - Identify hallucinations, inconsistencies, and biases in responses - Apply fact-checking and validation techniques |
| Product and Model Selection | 12% | - Manage context limitations and memory - Align model selection with task requirements - Select appropriate Claude product features - Differentiate between Claude model types |
| Troubleshooting and Optimization | 10% | - Optimize workflows for efficiency and effectiveness - Adjust approaches based on feedback and results - Identify and diagnose issues with underperforming prompts or poor outputs |
| Prompting and Task Execution | 14% | - Iterate prompts to improve output quality - Create effective prompts for business and technical tasks - Adapt prompting strategy by task type - Apply task decomposition techniques to structure complex requests |
| Governance, Risk, and Responsible Use | 15% | - Apply data sensitivity, regulatory, and privacy considerations - Understand ethical implications of Claude use - Follow organizational AI policies and governance standards - Identify appropriate and inappropriate use cases |
| Configuration and Knowledge Management | 12% | - Manage uploaded knowledge and connectors - Maintain and update configurations - Create effective system-level instructions - Configure Claude Projects with instructions and knowledge sources |
Anthropic Claude Certified Associate-Foundations Sample Questions:
1. 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) monitoring a live sensor data stream and flagging anomalies as they occur in real time
B) issuing a binding legal determination based solely on Claude's analysis of case documents
C) drafting a tone-and-audience-aware customer-facing email under human review
D) synthesizing a single executive summary across many long source documents
E) calculating the precise settlement value of a derivative contract using live market inputs
2. You are evaluating a Claude output that appears to contain hallucinated content.
Which response step should be performed first when a hallucination is suspected?
A) Notify the user community that the output contains a hallucinated claim.
B) Pinpoint the specific claim that appears to be unsupported by available evidence.
C) Document the hallucination pattern in the team's risk register for future reference.
D) Discard the entire output and regenerate the output with a fresh prompt.
3. A finance manager must select a Claude feature for a task that requires deterministic calculations across a multi-tab spreadsheet.
Which selection best fits the requirement?
A) Use the Research feature for the calculations, which gathers and synthesizes external sources and is not the appropriate feature for deterministic computation on an uploaded spreadsheet.
B) Use Code Execution, which runs code in a sandbox to perform calculations on the uploaded file and produce outputs the associate can verify.
C) Use a standard chat prompt for the calculations, which generates text without running code and does not produce the reproducible computational output the multi-tab calculation task requires.
D) Use an Artifact alone for the calculations, which provides a stable editable surface for the result but does not perform the deterministic computation that Code Execution would run.
4. 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) a clerical typo in a routine internal calendar invitation
B) decisions that materially affect a person's employment without human accountability
C) inconsistent use of the company's preferred dash style across documents
D) outputs that systematically disadvantage members of a protected group
E) inconsistent tone and formatting across internal HR communications sent to employees
5. A project lead is evaluating a Claude-generated status report against the project charter. The report will be delivered to a steering committee, which expects accurate status against committed milestones.
Which set of criteria provides the strongest evaluation frame?
A) Speed of generation, visual presentation quality, and consistency with the formatting used in previous status reports.
B) Readability, narrative flow, and whether the report tells a coherent story about the project's progress.
C) Length, formatting consistency, and tone appropriateness for a steering committee audience.
D) Accuracy of facts against the charter, completeness against required reporting fields, and relevance to the audience receiving the report.
Solutions:
| Question # 1 Answer: C,D | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: B,D | Question # 5 Answer: D |
