AIF-C01 Practice Question: Security, Compliance, and Governance for AI Solutions
A company is using Amazon SageMaker to manage the lifecycle of their machine learning models. They need to implement a governance framework that includes model versioning, monitoring for drift, and decommissioning of outdated models. Which THREE AWS services or features should they use together to meet these requirements? (Select THREE.)
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
✓
SageMaker Pipelines
SageMaker Model Registry handles versioning, SageMaker Model Monitor detects drift, and SageMaker Pipelines can orchestrate decommissioning workflows. Together they cover the governance lifecycle.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
AWS CloudTrail
Why it's wrong here
CloudTrail provides audit logs but is not a model governance tool for lifecycle management.
- ✓
SageMaker Pipelines
Why this is correct
Pipelines can automate the decommissioning of outdated models by triggering endpoints to update or delete.
- ✓
SageMaker Model Registry
Why this is correct
Model Registry stores and manages model versions, approvals, and lifecycle status.
- ✗
SageMaker Role Manager
Why it's wrong here
Role Manager helps set up IAM roles but does not directly handle versioning, drift monitoring, or decommissioning.
- ✓
SageMaker Model Monitor
Why this is correct
Model Monitor continuously monitors deployed models for data drift and quality degradation.
Go deeper
Related to this question
About these practice questions
Courseiva writes every AIF-C01 question from scratch — 619 in total, each with an explanation and a wrong-answer breakdown. None are copied from real exams or 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.