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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Configuration and Knowledge Management | 12% | - Configure Claude Projects with instructions - Maintain consistent system-level behavior - Manage knowledge sources and context |
| Topic 2: Troubleshooting and Optimization | 10% | - Adjust prompts and configuration to improve results - Diagnose context and performance issues - Identify causes of poor or unexpected outputs |
| Topic 3: 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 |
| Topic 4: Governance, Risk, and Responsible Use | 15% | - Apply responsible AI principles and policies - Manage data sensitivity and privacy risks - Understand limitations and ethical boundaries |
| Topic 5: Output Evaluation and Validation | 21% | - Apply fact-checking and validation methods - Detect hallucinations, biases, and inconsistencies - Determine when human review is required - Evaluate outputs for accuracy, completeness, and consistency |
| Topic 6: Prompting and Task Execution | 14% | - Apply task decomposition to structure complex requests - Iterate prompts to improve output quality - Create effective prompts for business and technical tasks - Adapt prompting strategies by task type |
| Topic 7: Product and Model Selection | 12% | - Select appropriate Claude product features - Match model capabilities to task requirements - Understand model differences and use cases |
Anthropic Claude Certified Associate-Foundations Sample Questions:
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.
Correct Answer: B 🗳️
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A knowledge worker is preparing to use the Gmail Connector with Claude for the first time.
Which statement most accurately describes the Connector's behavior at the user level?
- A. Claude searches and reads emails the user has access to and labels them according to user-defined rules, with reply drafting handled in a separate workflow.
- B. Claude searches and reads emails the user has access to and drafts replies for the user to send manually, with each action requiring explicit user approval.
- C. Claude searches and reads emails the user has access to and sends replies on the user's behalf for low- risk messages, with higher-risk messages routed to the user for approval.
- D. Claude searches and reads emails the user has access to in a read-only mode, and the user must compose any reply manually outside the Connector.
Correct Answer: B 🗳️
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An analyst is working in a long Claude conversation. The conversation contains roughly 60 turns covering an initial requirements analysis, several rounds of data review, and a current drafting phase. Recent responses have started to drift from the agreed requirements.
Which step most directly addresses the drift while preserving the analyst's progress?
- A. Open a new chat and paste only the current draft, then continue refining it there without the prior requirements and data-review context.
- B. Switch the conversation to a model with a larger context window so the accumulated history no longer causes drift, and continue without restructuring the inputs.
- C. Move the source data and requirements into a Project knowledge base, then continue the drafting work in a new chat inside that Project.
- D. Summarize the agreed requirements, key data findings, and current draft state, then continue in the same chat by reasserting the summary as the working context.
Correct Answer: D 🗳️
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A knowledge worker is explaining the purpose of an organizational AI governance framework to a colleague.
Which description is most accurate?
- A. A governance framework lists the AI tools the organization licenses and the cost of each, so users can pick the most cost-effective tool for each task.
- B. A governance framework documents the AI policies the organization is legally required to adopt, focusing on regulatory compliance rather than day-to-day use.
- C. A governance framework defines the training every employee must complete before using AI tools, with separate requirements for each tool the organization licenses.
- D. A governance framework defines approved tools, allowed data, required reviews, and reporting paths so AI is used consistently and accountably.
Correct Answer: D 🗳️
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You are setting up a Connector for a shared data source that several colleagues will use.
Which Connector setup step should be performed first?
- A. Confirm that the Connector is approved and that the data classification is appropriate.
- B. Use the Connector in a representative task to evaluate its real-world utility.
- C. Connect the data source and confirm that authentication is working as expected.
- D. Document the Connector's purpose and the appropriate use cases for the team.
Correct Answer: A 🗳️
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