AAIR AI Risk Program Management Practice Question
A firm is using the NIST AI Risk Management Framework to document its AI risk program. Which approach best ensures that AI risk metrics are dynamic?
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
✓
Integrating model performance metrics into operational dashboards
Mapping specific risk indicators to model performance monitoring allows metrics to evolve as the model's environment changes.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Conducting annual risk assessments
Why it's wrong here
Annual assessments are too infrequent to capture the dynamic nature of AI model performance.
- ✗
Setting static thresholds for model accuracy
Why it's wrong here
Static thresholds ignore context drift and environmental changes.
- ✗
Limiting AI deployment to offline systems
Why it's wrong here
This mitigates risk but does not address the need for dynamic metrics.
- ✓
Integrating model performance metrics into operational dashboards
Why this is correct
Continuous monitoring and dashboarding provide the real-time visibility needed for dynamic risk management.
About these practice questions
This AAIR question is part of Courseiva's 199-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 August 2026 · checked against the official ISACA exam blueprint
This AAIR practice question is part of Courseiva's free ISACA 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 AAIR exam.