- Exam Code: CCAR-P
- Exam Name: Claude Certified Architect - Professional
- Updated: Aug 22, 2026
- Q & A: 116 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Governance, Safety & Risk Management | 14% | - Security and risk management - AI safety and guardrails - Human-in-the-loop validation - Ethical AI considerations - Regulatory and compliance requirements |
| Topic 2: Solution Design & Architecture | 17% | - End-to-end architecture design - Multi-agent systems and orchestration - Translating business problems into Claude-based AI solutions - Alignment with business value, cost, performance, and SLAs - Decomposition techniques for complex problem solving - Architectural patterns
|
| Topic 3: Developer Productivity & Operational Enablement | 7% | - Developer enablement - AI-assisted developer workflows - Claude tooling configuration for teams - Debugging and operational issue resolution |
| Topic 4: Stakeholder Communication & Lifecycle Management | 14% | - Stakeholder management - Communicating architectural decisions - Architecture documentation - Discovery and requirements gathering - Service-level agreements - Solution lifecycle management |
| Topic 5: Evaluation, Testing & Optimization | 16% | - A/B testing - System issue diagnosis - Production monitoring and optimization - Evaluation metrics and datasets - Cost and performance optimization - Evaluation framework design |
| Topic 6: Claude Models, Prompting & Context Engineering | 13% | - System prompts and prompt templates - Context window optimization - Claude model selection and trade-offs - Prompt reuse and context engineering strategies - Guardrails |
| Topic 7: Integration | 19% | - Claude integration mechanisms
- Enterprise system integration - RAG pipeline design
|
1. A research summarization assistant has been deployed for six months. A user has flagged that a generated summary contained a fabricated citation. The product team has asked whether the incident requires architectural action or whether it is an isolated case.
Which two Diligence-competency actions should you take? (Select two.)
Each correct answer presents part of the solution.
A) Sample recent summaries to estimate the fabrication frequency across the population.
B) Review whether citation-grounding controls exist anywhere in the current generation pipeline.
C) Treat the incident as an anecdotal isolated case and take no further investigative action.
D) Disable the assistant immediately for all current users without any prior diagnostic analysis.
E) Communicate to users that the assistant does not fabricate output as a matter of design.
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 vendor licensing terms permit the planned production use of the model.
B) Confirm that high-impact decisions retain human accountability rather than being attributed to the model.
C) Confirm that latency and throughput targets are met across supported user populations.
D) Restrict ethics review to outputs that exceed a defined model-confidence threshold.
E) Verify that outputs do not rely on generalizations about people that the underlying data does not support.
3. You are a solution architect evaluating candidate use cases for a Claude-based program.
For each scenario, select Yes if Claude is appropriate as the primary solution at the architectural level.
Otherwise, select No.
4. 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) Record each session and distribute the recording to stakeholders who could not attend live.
B) Escalate any disagreement among stakeholders to the executive sponsor for binding resolution.
C) Set a regular cadence for revisiting expectations and assumptions as conditions evolve over time.
D) Rotate facilitation among the participating stakeholder groups to share ownership of the routine.
E) Reconcile divergent stakeholder positions explicitly rather than papering over them in the moment.
5. You are defining an SLA for a Claude-based assistant.
Which SLA definition is most operationally meaningful?
A) A measurable target with a defined metric, threshold, evaluation window, and consequence for breach- for example, "p95 per-request latency under 800 ms over a 28-day window."
B) A target that names the metric and threshold but omits the evaluation window and breach consequence, leaving compliance periods and remediation triggers undefined.
C) A target tied to a stakeholder sentiment measure such as "the team feels satisfied," which cannot be measured objectively or used to trigger a documented breach response.
D) A qualitative commitment such as "the system will be fast and reliable," which names no metric, threshold, or evaluation window.
Solutions:
| Question # 1 Answer: A,B | Question # 2 Answer: B,E | Question # 3 Answer: Only visible for members | Question # 4 Answer: C,E | Question # 5 Answer: A |
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