AAIR AI Lifecycle Risk Management Practice Question
Which THREE risks are associated with 'Automated Deployment' of AI models without a human-in-the-loop?
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
✓
Rapid propagation of faulty or biased models to production.
Without human checks, bad models can propagate quickly, causing cascading failures and security gaps.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Rapid propagation of faulty or biased models to production.
Why this is correct
A major risk when automation isn't constrained.
- ✗
The deployment takes too long to run.
Why it's wrong here
Automation makes it faster, not slower.
- ✓
Increased risk of security vulnerabilities being overlooked in the deployment config.
Why this is correct
Automation can miss subtle security misconfigurations.
- ✓
Lack of human intuition to catch edge-case failures.
Why this is correct
Automated metrics might miss nuanced edge cases that a human could spot.
- ✗
Increased use of disk space.
Why it's wrong here
Disk space is a minor issue compared to the others.
About these practice questions
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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.