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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Prompting and Task Execution | 14% | - Create effective prompts for business and technical tasks - Iterate prompts to improve output quality - Adapt prompting strategies by task type - Apply task decomposition to structure complex requests |
| Topic 2: Configuration and Knowledge Management | 12% | - Manage knowledge sources and context - Configure Claude Projects with instructions - Maintain consistent system-level behavior |
| Topic 3: Governance, Risk, and Responsible Use | 15% | - Manage data sensitivity and privacy risks - Understand limitations and ethical boundaries - Apply responsible AI principles and policies |
| Topic 4: Troubleshooting and Optimization | 10% | - Identify causes of poor or unexpected outputs - Diagnose context and performance issues - Adjust prompts and configuration to improve results |
| Topic 5: Product and Model Selection | 12% | - Understand model differences and use cases - Match model capabilities to task requirements - Select appropriate Claude product features |
| Topic 6: Output Evaluation and Validation | 21% | - Detect hallucinations, biases, and inconsistencies - Determine when human review is required - Apply fact-checking and validation methods - Evaluate outputs for accuracy, completeness, and consistency |
| Topic 7: Workflow Integration and Solution Design | 16% | - Design AI-assisted processes and solutions - Plan end-to-end Claude-augmented workflows - Integrate Claude into existing business workflows |
Anthropic Claude Certified Associate-Foundations Sample Questions:
1. You are evaluating proposed workflow changes against whether they meaningfully improve the workflow.
Which two proposed changes meaningfully improve a recurring Claude workflow? (Select two.) Each correct answer presents a complete solution.
A) updating the team's shared workspace name to reflect the new workflow process
B) adding a quality check on outputs before they enter the downstream process
C) extracting the standard reference material into a Project to avoid repeating it
D) labeling each workflow step with descriptive names to improve readability for new team members
E) reorganizing the workflow document's section headings to improve navigation
2. You are a process consultant integrating Claude into an existing weekly workflow.
Which is the correct order of integration steps?
(1) Pilot the integrated workflow with a small group and gather feedback.
(2) Document the current workflow steps, owners, and decision points.
(3) Update the documented workflow and roll it out to the broader team.
(4) Identify the steps where Claude can augment work and where humans must remain.
(5) Define the inputs Claude needs, the outputs Claude returns, and the hand-offs around each step.
A) 1, 2, 4, 5, 3
B) 4, 2, 5, 1, 3
C) 2, 5, 4, 1, 3
D) 2, 4, 5, 1, 3
3. You are a procurement associate decomposing a vendor-evaluation task.
Which dependency ordering reflects sound sequencing?
A) Score the vendors first and decide on the criteria afterward.
B) Skip the criteria and ask Claude to produce a vendor recommendation without any inputs.
C) Rank the vendors before collecting any data.
D) Define evaluation criteria first, gather vendor data against those criteria, then score and rank the vendors.
4. You are running an optimization pass on a recurring workflow.
Which is the correct order of optimization steps?
(1) Apply targeted optimization to the bottleneck step.
(2) Roll out the optimized workflow to the broader team and document the change.
(3) Identify the bottleneck step using measured time per step and queue length.
(4) Map the current workflow steps, owners, and decision points.
(5) Pilot the change with a small group and measure the effect against the prior baseline.
A) 4,3,1,5,2
B) 3,4,1,5,2
C) 4,1,3,5,2
D) 4, 3, 2, 1, 5
5. An operations assistant is using Claude to support process optimization for an existing intake workflow. The assistant has access to the current process documentation and recent cycle-time data.
Which activity best uses Claude to support this process optimization task?
A) Map the current intake process, identify likely bottlenecks based on the cycle-time data, and propose optimization options for human review.
B) Use Claude to interview each team member who works on the intake process and synthesize the interview output into a redesigned workflow.
C) Generate an optimized version of the intake process based on industry benchmarks, then compare it to the current process to identify gaps.
D) Apply Claude to predict the cycle-time impact of each proposed change and rank them so the team can implement improvements in priority order.
Solutions:
| Question # 1 Answer: B,C | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: A |
