Anthropic Claude Certified Architect - Professional - CCAR-P

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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are running a controlled experiment to compare two prompts and must complete the design steps before executing the experiment.
Which two steps must be completed BEFORE running the experiment with random assignment? (Select two.) Each correct answer presents part of the solution.

A) Analyze the results against the predefined success metric and significance threshold.
B) Define the hypothesis and the primary success metric for the comparison.
C) Determine the minimum detectable effect size and the sample size needed for power.
D) Decide whether to promote, reject, or iterate the candidate based on the analysis.
E) Document the recommendation, the trade-offs accepted, and the alternatives considered.

2. You are evaluating retrieval-strategy claims used by a peer team.
For each claim, select yes if the statement is generally accurate. Otherwise, select no.

3. A pilot AI assistant for procurement specialists shows 89 percent first-response acceptance, but follow-up surveys reveal that specialists frequently override the assistant's vendor recommendations after considering criteria the assistant did not evaluate. The pilot owner wants to ship the assistant unchanged because of the strong acceptance rate.
Which two Discernment-competency observations should you raise BEFORE approving the launch? (Select two.)

A) The unconsidered criteria represent a scope gap in the assistant's input space.
B) The pilot duration was probably too short to demonstrate reliability across the full year.
C) The acceptance rate alone proves readiness for general production use.
D) Acceptance does not establish whether recommendations remain correct after specialist review.
E) The survey response rate may not be statistically representative of all specialists.

4. A document analysis service processes legal filings averaging 80,000 tokens each. Each filing is queried by attorneys an average of 14 times during a case. The current architecture sends the full filing on every query.
The CFO has asked you to reduce per-query costs while preserving response quality. The security officer requires that filing contents not be stored outside Fabrikam's tenancy.
Which optimization approach should you recommend?

A) Move the workload to a smaller Claude model to reduce the per-token cost paid.
B) Index filings in a vector store and retrieve only the relevant passages per query.
C) Cache the filing as the prompt prefix for reuse across the 14 queries per case.
D) Summarize each filing once at intake and run all subsequent queries against the summary.

5. A customer support team has proposed delegating customer refund decisions to a Claude-driven workflow with no human review for refunds under 50 USD. The team's reasoning is that small refunds are low-risk and human review would erase the efficiency gain.
Which Delegation-competency principle should guide your response?

A) Delegation should always include human review on every decision the workflow produces.
B) Delegation scope should reflect the type of risk involved, not the transaction size alone.
C) Delegation should be avoided entirely wherever financial transactions occur in the workflow.
D) Delegation scope should be set primarily by maximizing efficiency gains across the workflow.

Solutions: