CCAR-P Governance, Safety, and Risk Management Practice Question
A fintech startup wants to use Claude to generate marketing copy that references competitor products by name and makes performance comparisons. Legal counsel asks the architect which governance step is most appropriate before this capability goes live.
⚠ Common exam trap
The trap here is reaching for a technical or quality control when the actual blocker is a use-case eligibility question that must be resolved through policy review.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Establish a documented review process that classifies the use case against Anthropic's Usage Policies and applicable advertising regulations before deployment.
The scenario involves a potentially sensitive use case: comparative advertising that names competitors. Governance best practice is to classify the use case against Anthropic's usage policies and relevant advertising regulations through a documented review before deployment. Sampling parameters, proofreading, and caching affect style, quality, and cost, and none of them determine whether the activity is permitted or lawful.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Establish a documented review process that classifies the use case against Anthropic's Usage Policies and applicable advertising regulations before deployment.
Why this is correct
Generating comparative claims about named competitors raises both usage-policy and regulatory questions, so a documented classification and review step is the right governance gate. It ensures the use case is assessed against Anthropic's policies and advertising law before any content is produced. The other measures improve output quality or performance but do not resolve the legal and policy eligibility question.
- ✗
Increase the model's temperature setting so the copy sounds more creative and varied.
Why it's wrong here
Temperature affects randomness and stylistic variation in generated text, not legal exposure. Raising it could actually increase the chance of unsupported or defamatory comparative claims. The architect's concern is whether the use case is permissible and compliant, which sampling parameters cannot address, so this change would not satisfy counsel's request.
- ✗
Enable prompt caching to lower the cost of generating large volumes of marketing variants.
Why it's wrong here
Prompt caching reduces latency and token cost for repeated prefixes. It has no relationship to whether comparative advertising against named competitors is permitted. Adopting it would leave the underlying policy and regulatory risk untouched, so it does not answer the governance question counsel posed before launch.
- ✗
Add a spell-check and grammar pass to the generated marketing copy before publication.
Why it's wrong here
Proofreading improves readability but says nothing about whether naming competitors and making performance claims is allowed under Anthropic's policies or advertising rules. A perfectly spelled comparative claim can still be unlawful or out of policy. This control addresses presentation quality, not the eligibility and compliance question counsel raised.
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JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed September 2026 · checked against the official Anthropic exam blueprint
This CCAR-P practice question is part of Courseiva's free Anthropic certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the CCAR-P exam.