Anthropic CCAR-P Value Pack (Frequently Bought Together)

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Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are evaluating an evaluation set used to score a Claude-based hiring-support tool. The set is drawn from one geographic region and one tenure band.
Which response is most appropriate?

A) Expand the evaluation set to cover the geographic regions and tenure bands the tool will serve, and rescore the system on the expanded set before broader release.
B) Continue using the narrow evaluation set drawn from one region and one tenure band because the existing benchmark scores are already high on that subset.
C) Discard all quantitative evaluation and replace it with qualitative impressions collected from a small, convenience-selected group that may not represent the tool's full user population.
D) Reduce the evaluation set further to a single demographic subgroup to simplify score interpretation, narrowing coverage rather than expanding it to match the intended user population.

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

3. You are supporting an EU-based deployment with GDPR obligations.
Which combination of measures best supports the deployment's GDPR posture?

A) enterprise-tier deployment with a signed Data Processing Addendum, defined data-retention configuration, redaction of personal data not needed for the task, and documented data-subject-rights handling
B) pasting full EU personal data into every prompt to "give Claude complete context" without considering purpose limitation, data minimization, or the organization's Data Processing Addendum obligations
C) using a personal Claude account tier for processing EU personal data at scale, with no signed Data Processing Addendum and no documented data-subject-rights handling procedure
D) disabling all data-retention configuration, redaction controls, and data-subject-rights handling to simplify day-to-day operations, accepting the resulting GDPR compliance exposure

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

5. You are rolling out a standardized Claude Code configuration to an engineering team and must complete the planning steps before piloting the configuration.
Which two steps must be completed BEFORE piloting the configuration with a small group of engineers?
(Select two.)
Each correct answer presents part of the solution.

A) Iterate the configuration based on the pilot findings and stabilize the baseline before broader rollout.
B) Define the project-scope baseline covering Model Context Protocol (MCP) servers, permission rules, and subagents.
C) Onboard every engineer in the organization to the new configuration through mandatory training sessions.
D) Identify the team workflows, security boundaries, and which decisions belong to managed configuration versus project scope.
E) Roll out the stabilized configuration to additional teams with documentation and a defined support channel.

Solutions: