AnthropicStakeholder Communication and Lifecycle Management

Stakeholders & Tradeoffs — CCAR-P Practice Question

A representative Claude Certified Architect - Professional (CCAR-P) exam question on Stakeholders & Tradeoffs. Work through it below, then read why each option is right or wrong.

This question is part of the free Claude Certified Architect - Professional practice test.

Short answer

The correct answer is C. Show measured baseline performance, identify the controls and cost needed, and negotiate a scoped service level.

Responsible architecture makes constraints and evidence visible. Service levels require investment and scope; they should not be promised without a credible operating design.

The Question

A sponsor demands 99.99% answer accuracy but will not fund source curation or human review. What should the architect do?

AReplace the accuracy target with a response-length target that the system can easily meet

BPromise the 99.99% target to secure the sponsor's approval and plan to close the gap after launch

CShow measured baseline performance, identify the controls and cost needed, and negotiate a scoped service levelCorrect

DHide known errors from the sponsor's reports so the measured accuracy appears to reach the target

Why C is correct

Responsible architecture makes constraints and evidence visible. Service levels require investment and scope; they should not be promised without a credible operating design.

Why the other options are wrong

Option A: Replace the accuracy target with a response-length target that the system can easily meet

Option A does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (C) is the only one that fully meets every constraint stated in the question.

Option B: Promise the 99.99% target to secure the sponsor's approval and plan to close the gap after launch

Option B does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (C) is the only one that fully meets every constraint stated in the question.

Option D: Hide known errors from the sponsor's reports so the measured accuracy appears to reach the target

Option D does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (C) is the only one that fully meets every constraint stated in the question.

Key idea: Stakeholders & Tradeoffs

Responsible architecture makes constraints and evidence visible. Service levels require investment and scope; they should not be promised without a credible operating design. On the CCAR-P exam, questions in the "Stakeholder Communication and Lifecycle Management" domain test whether you can map a scenario's constraints to the right choice. Read the requirement carefully, eliminate options that violate any single constraint, and pick the one that satisfies all of them with the least operational overhead.

Ready to see how you'd score?

Take the free practice quiz and find out which Claude Certified Architect - Professional domains you need to focus on. No signup required.

Take the free quiz See all 160+ practice questions

Practice 5 similar questions

Same cert, same or adjacent domain. Use these after reviewing the explanation.

Take the quiz →

1Discovery & Requirements — CCAR-P Practice QuestionSolution Design and Architecture 2Model Routing & Governance — CCAR-P Practice QuestionClaude Models, Prompting, and Context Engineering 3RAG & Evaluation — CCAR-P Practice QuestionIntegration 4Evals & Release Gate — CCAR-P Practice QuestionEvaluation, Testing, and Optimization 5Governance & Data Retention — CCAR-P Practice QuestionGovernance, Safety, and Risk Management

Related Claude Certified Architect - Professional Practice Questions

Discovery & Requirements — CCAR-P Practice Question→Model Routing & Governance — CCAR-P Practice Question→RAG & Evaluation — CCAR-P Practice Question→

Official sources used

Verify program and exam details at the source before scheduling.

AnthropicDemystifying Evals For AI Agents