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Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are building an evaluation pipeline for a Claude-based deployment and must complete the specification steps before running the deployment against the dataset.
Which two steps must be completed BEFORE running the deployment against the evaluation dataset? (Select two.) Each correct answer presents part of the solution.

A) Review failure cases with subject matter experts to refine the scoring rubric.
B) Curate and label the evaluation dataset to match the defined slices.
C) Score the deployment outputs against the reference labels and aggregate the metrics.
D) Define the metrics and slices the framework will report across representative, edge, and adversarial cases.
E) Publish the aggregated metrics to a dashboard and gate releases on threshold checks.

2. A Claude Architect is reviewing a post-deployment performance report for an AI-assisted legal-document summarization system. The report includes these observations:
* Average summarization time decreased from 47 minutes to 6 minutes per document.
* Associates spend less time on summaries, but overall billable output has not measurably changed.
* Infrastructure costs increased by 22% because redundant retry logic generated additional API calls.
* Some summaries require attorney correction, adding an average of 8 minutes of review per document.
Which analysis correctly attributes each observation to the appropriate business-value pillar?

A) Observations 1 and 4 together indicate a net performance-SLA improvement; Observation 2 is a transformation gap; Observation 3 is a productivity drain from over-engineering.
B) Observations 1 and 2 both indicate efficiency gains; Observation 3 is a solution-cost issue; Observation
4 is a performance-SLA issue.
C) Observation 1 is a transformation outcome; Observation 2 is an efficiency gain; Observation 3 is a performance-SLA degradation; Observation 4 is a solution-cost issue.
D) Observation 1 indicates an efficiency gain; Observation 2 shows that productivity has not yet been realized; Observation 3 is a solution-cost issue; Observation 4 is an efficiency loss that partially offsets Observation 1.

3. You are listing characteristics of robust guardrail design for an enterprise deployment.
Which two characteristics belong on the list? (Select two.)
Each correct answer presents a complete solution.

A) User feedback channels that route reported guardrail failures into the product backlog for triage.
B) Per-role tool allow-lists enforced at the orchestration layer before any tool call executes.
C) Periodic refresh of the system prompt wording to keep refusal language current and clear.
D) Centralized log retention for guardrail violations with quarterly review by the security team.
E) Adversarial-input coverage in the evaluation set with regression tracking on guardrail performance.

4. A Claude architect at a health services organization is defining evaluation metrics for a clinical-summary pipeline. The pipeline must remain within a per-query cost ceiling and must never surface patient data to unauthorized roles.
Which two metrics directly address these requirements? (Select two.)

A) Role-based access-control enforcement rate measured on a red-team dataset
B) Per-query token cost measured against the defined cost ceiling
C) BLEU score computed against a human-annotated reference summary set
D) Throughput measured as successful requests processed per minute
E) Response latency at the 95th percentile across a one-week sample window

5. You are explaining the precedence of Claude Code configuration scopes to the team.
Which precedence ordering, from highest to lowest, is correct?

A) Managed # command-line arguments # local # project # user
B) User # project # local # command-line arguments # managed
C) Project # user # managed # local # command-line arguments
D) Local # managed # user # command-line arguments # project

Solutions: