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Anthropic Claude Certified Architect - Professional Sample Questions:

1. A business sponsor has requested an AI solution to "improve customer experience." The sponsor cannot articulate which customer journey is failing, which metric reflects the failure, or which decisions the AI should support. The sponsor is asking you to begin design work next week.
Which delegation-competency action should you take first?

A) Propose a fixed scope that you commit to by default based on your own assumptions.
B) Begin prototyping a generic assistant against the broad request before the next deadline.
C) Facilitate a structured discovery to define the failing decision and the target metric.
D) Recommend that the sponsor revise the request and resubmit it later for evaluation.

2. You are building an ethics-review checklist for deployments supported by artificial intelligence.
Which two checks belong on the list? (Select two.)
Each correct answer presents a complete solution.

A) Confirm that latency and throughput targets are met across supported user populations.
B) Confirm that high-impact decisions retain human accountability rather than being attributed to the model.
C) Verify that outputs do not rely on generalizations about people that the underlying data does not support.
D) Restrict ethics review to outputs that exceed a defined model-confidence threshold.
E) Confirm that vendor licensing terms permit the planned production use of the model.

3. You are integrating Claude Code into a team workflow and must complete the design and configuration steps before piloting the integrated workflow with a small group.
Which two steps must be completed BEFORE piloting the integrated workflow? (Select two.) Each correct answer presents part of the solution.

A) Configure the project-scope MCP servers, permissions, subagents, and persistent project context.
B) Negotiate the workflow change with affected teams and obtain formal sign-off from each manager.
C) Document the integrated workflow with handoff criteria, permission boundaries, and on-call runbooks.
D) Identify the workflow steps where AI-assisted tooling adds value and where human authority must remain.
E) Iterate the integrated workflow based on pilot findings before broader rollout to the team.

4. You are assessing data-exfiltration risk in a Claude-based assistant that has tools for both internal-document retrieval and outbound HTTP calls.
Which scenario most directly indicates a data-exfiltration risk?

A) The user submits a routine question and receives a routine answer.
B) Adversarial content in a retrieved document instructs the model to call the outbound HTTP tool and send sensitive content to an attacker-controlled URL.
C) The outbound HTTP tool returns a 200 response when the assistant calls an allow-listed domain to fulfil a user-initiated data-lookup request.
D) The internal-document retrieval tool returns a document that the user is authorized to view.

5. You are classifying token-management tactics by where each tactic applies in the request lifecycle: "Input Preparation," "Prompt Construction," or "Output Handling."

Solutions: