CCAR-P Practice Question: Stakeholder Communication and Lifecycle Management
When planning for the long-term support of an Anthropic API deployment, what is the most important stakeholder alignment activity?
⚠ Common exam trap
Candidates often focus on 'cost optimization' as the main long-term goal. While important, model evolution requires continuous performance validation to ensure the application remains accurate and safe over time.
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 roadmap for periodic model updates and performance validation.
Regular alignment on the evolving capabilities of the model and the corresponding updates to the application is critical. LLM technology evolves rapidly, and maintaining an alignment between new capabilities and the business roadmap ensures that the organization extracts maximum value over time. This keeps stakeholders engaged and ensures that the system doesn't become stagnant, providing a path for continuous improvement and innovation throughout the lifecycle of the AI integration.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Ensure that the IT budget is fixed for the next five years to prevent cost fluctuations.
Why it's wrong here
A fixed budget for five years is unrealistic for AI deployments, where both the technology and the usage patterns are expected to change. A flexible budget model that accounts for scaling and innovation is necessary for the long-term sustainability of an AI platform in a rapidly evolving market environment.
- ✓
Establish a roadmap for periodic model updates and performance validation.
Why this is correct
A roadmap for updates and validation ensures that the system stays current with the best available models while maintaining the necessary quality standards. This proactive approach helps stakeholders understand that the system is a living product that requires ongoing maintenance, which is key for long-term project success and sustainability.
- ✗
Sign a lifetime contract with the current development team to avoid knowledge loss.
Why it's wrong here
A lifetime contract is neither feasible nor desirable. The focus should be on building a maintainable system with clear documentation and standardized processes that allow any qualified architect or developer to support the implementation. Relying on a single team for the entire duration of the lifecycle creates a dangerous dependency.
- ✗
Focus on manual documentation of every prompt to keep the system unchanged forever.
Why it's wrong here
Attempting to keep the system 'unchanged forever' is a mistake in the context of LLMs, which thrive on updates and improvements. While documentation is important, the goal should be to create a system that can evolve, not one that is frozen in time, which would lead to technical debt and missed opportunities.
About these practice questions
This CCAR-P question is part of Courseiva's 262-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. Learn why practice questions differ from exam dumps →
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.