AIF-C01 Practice Question: Security, Compliance, and Governance for AI Solutions
An organization is implementing governance for machine learning models using SageMaker. They need to track model versions, monitor for drift after deployment, and automatically decommission models that have been deprecated for over 30 days. Which THREE services or features should they use?
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
✓
Amazon SageMaker Model Registry
SageMaker Model Registry tracks versions, Model Monitor detects drift, and SageMaker Projects with MLOps can automate decommissioning. Clarify is for bias, not lifecycle management. Ground Truth is for labeling.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Amazon SageMaker Ground Truth
Why it's wrong here
Ground Truth is for data labeling, not model governance.
- ✗
Amazon SageMaker Clarify
Why it's wrong here
Clarify is for bias detection and explainability, not lifecycle management or drift.
- ✓
Amazon SageMaker Model Registry
Why this is correct
Model Registry manages model versions and lifecycle stages.
- ✓
Amazon SageMaker Projects (MLOps templates)
Why this is correct
Projects can automate deployment and decommissioning workflows.
- ✓
Amazon SageMaker Model Monitor
Why this is correct
Model Monitor detects data drift and quality issues after deployment.
Go deeper
Related to this question
About these practice questions
This AIF-C01 question is part of Courseiva's 619-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 by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AIF-C01 practice question is part of Courseiva's free Amazon Web Services 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 AIF-C01 exam.