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Anthropic CCAO-F Exam Overview:

Anthropic CCAO-F Exam Syllabus Topics:

Anthropic Claude Certified Associate-Foundations Sample Questions:

1. You are using Claude to redesign an employee onboarding workflow and must complete the high-level decomposition steps before specifying detailed artifacts.
Which two decomposition steps must be completed BEFORE specifying exact email content and the schedule? (Select two.) Each correct answer presents part of the solution.

A) Roll out the onboarding workflow to every new hire across the company.
B) Define the overall objective of the onboarding experience.
C) Pilot the onboarding workflow with a small cohort of new hires.
D) Identify the major phases of the onboarding experience.
E) Negotiate the onboarding budget with the finance department.

2. A knowledge worker often switches between Claude and another AI service while working on a long-running project.
Which Claude feature most directly reduces repetitive context-setting between sessions?

A) Disable Memory entirely and re-paste the same context paragraphs at the start of every Claude session, even though Memory is designed to retain that context across conversations automatically.
B) Enable Memory and use the import capability to bring relevant context from the other AI service into Claude as a starting point for the project's work.
C) Rely on a single static Artifact pasted into each chat as the only continuity mechanism, ignoring the Memory feature that is purpose-built for retaining work-relevant context across sessions.
D) Open every Claude session in Incognito mode, which prevents the conversation from contributing to Memory and therefore eliminates the cross-session continuity the project would benefit from.

3. You are a project manager working through a long planning conversation with Claude and must keep the conversation productive as it grows.
Which two practices keep a long planning conversation productive? (Select two.) Each correct answer presents a complete solution.

A) Avoid summarizing so the model retains every original word it has produced.
B) Open a new thread for every minor follow-up question to keep threads short.
C) Periodically summarize decisions made so far to compress the working state.
D) Restate constraints and goals when the focus shifts to a new subtopic.
E) Switch context aggressively between unrelated planning topics within one thread.

4. You are an operations lead sorting proposed Claude use cases according to whether they are acceptable for your team to pursue.
Which two proposed use cases are acceptable for the team to pursue with Claude? (Select two.) Each correct answer presents a complete solution.

A) Summarizing performance-review notes across a team to support a manager's promotion decisions.
B) Drafting an internal training summary from approved internal documentation.
C) Synthesizing themes across approved customer feedback under aggregation rules.
D) Drafting a preliminary symptom summary to support a clinician's diagnostic review.
E) Drafting a legal summary that an attorney will review and edit before sharing it with a client.

5. While preparing stakeholder communication about a proposed Claude use case, a senior manager is applying the AI Fluency Framework Description competency.
Which framing best reflects Description principles for stakeholder communication?

A) Omit the human oversight that will remain in place, even though Description principles require expectations that reflect the actual capability boundaries of the use case.
B) Describe what Claude can reliably produce, the known limitations, and the human oversight that will remain in place, calibrated to the audience's familiarity with AI.
C) Understate Claude's capabilities to lower stakeholder expectations, even though Description principles require accuracy in both directions rather than systematic minimization.
D) Overstate Claude's capabilities to secure stakeholder support, even though Description principles require accurate framing of what Claude can and cannot reliably produce.

Solutions: