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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

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

2. You are classifying chunking strategies by the corpus type each is best suited to.
For each chunking strategy, select the appropriate corpus type: "Long Structured Documents,"
"Heterogeneous Short Records," or "Code or Hierarchical Specifications."

3. You are rolling out monitoring for a Claude-based deployment and must complete the specification steps before instrumenting the deployment.
Which two steps must be completed BEFORE instrumenting the deployment to emit metrics and traces?
(Select two.)
Each correct answer presents part of the solution.

A) Tune the alert thresholds based on observed normal-state distributions to reduce false positives.
B) Build the dashboards that surface metrics across slices at the cadence the team operates on.
C) Define the service-level objectives (SLOs) and the error budgets the deployment will be held to.
D) Define the metrics and the slices the deployment will monitor across normal and adversarial traffic.
E) Document the dashboards, alerts, and runbooks for the on-call rotation that will respond.

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

A) disabling all data-retention configuration, redaction controls, and data-subject-rights handling to simplify day-to-day operations, accepting the resulting GDPR compliance exposure
B) 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
C) 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
D) 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

5. You are building a feedback-and-alignment routine for a multi-stakeholder deployment.
Which two practices belong in the routine? (Select two.)
Each correct answer presents a complete solution.

A) Rotate facilitation among the participating stakeholder groups to share ownership of the routine.
B) Set a regular cadence for revisiting expectations and assumptions as conditions evolve over time.
C) Reconcile divergent stakeholder positions explicitly rather than papering over them in the moment.
D) Escalate any disagreement among stakeholders to the executive sponsor for binding resolution.
E) Record each session and distribute the recording to stakeholders who could not attend live.

Solutions: