Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

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

2. A healthcare organization is evaluating two Claude-powered AI architectures for a clinical documentation assistant. Architecture X produces higher output quality scores but costs $0.18 per documentation session and averages 4.2 seconds per response. Architecture Y scores slightly lower on quality metrics but costs $0.09 per session and averages 2.1 seconds per response. The stated SLA requires responses under 3 seconds, and the annual volume is projected at 2 million documentation sessions.
Which evaluation approach correctly applies business value pillar analysis to this decision?

A) Select Architecture Y based solely on the 50% cost reduction, since solution cost is the most important value pillar in healthcare budget-constrained environments.
B) Select Architecture X because the higher quality scores justify the cost premium, and any SLA gap can be addressed through infrastructure optimization after deployment.
C) Recommend a hybrid approach using Architecture X for complex cases and Architecture Y for routine cases, without additional analysis, since this preserves quality where it matters most.
D) Eliminate Architecture X on SLA grounds, then evaluate Architecture Y against the efficiency and solution cost pillars by calculating annual cost difference and assessing whether the quality delta materially impacts clinical workflow productivity.

3. You are documenting an architectural decision to support future audit and onboarding.
Which artifact is the strongest fit?

A) A short verbal note shared during a hallway conversation with no written record.
B) A slide deck in a presentation folder with no accompanying written rationale.
C) An Architecture Decision Record that states the context, the decision, the alternatives considered, the consequences, and the date and authors.
D) A code comment in a single file that contains an opinion of one engineer.

4. You are selecting a pattern for a compliance Q & A assistant that must answer policy questions with citations to the authoritative internal source set. Latency, cost, and audit predictability are prioritized.
Which pattern is the best fit?

A) Multi-agent orchestration with a planner, researcher, and writer agent for every query.
B) A pure agent loop with open web-browsing tools to surface the most current policy information, without constraining retrieval to the authoritative internal corpus.
C) A static prompt with the entire policy corpus concatenated into every request.
D) Augmented LLM with retrieval-augmented generation over the indexed authoritative corpus and citation rendering on each answer.

5. A managed agent deployment for claims triage has grown from 6 tools to 34 tools over 18 months as product teams added capabilities. Triage accuracy has declined from 91 percent to 78 percent, and average tool- selection latency has increased by 2.3 seconds. A junior engineer has proposed adding a tool-router agent in front of the current agent to filter the tool list per request.
Which two findings should you present to justify capability decomposition before adding the router? (Select two.) Each correct answer presents part of the solution.

A) Tool descriptions overlap across multiple claim categories within the agent's tool set.
B) The proposed router introduces an additional model call on every incoming request.
C) The router pattern is well documented across publicly available agent literature.
D) Several tools have not been invoked across the most recent 90 days of traffic.
E) The 34 tools serve four distinct claim-workflow domains within the triage scope.

Solutions: