AI-103 Plan And Manage AN Azure AI Solution Practice Question
Your organization is planning to deploy multiple Azure AI services and needs to implement robust cost management and governance practices. Which TWO actions should you take? (Choose two.)
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
✓
Implement Azure Policy to enforce mandatory cost-tracking tags on all AI resource deployments.
Using Azure Policy enforces tagging and resource rules, while resource groups separate environments for accurate billing allocation and cost tracking.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Implement Azure Policy to enforce mandatory cost-tracking tags on all AI resource deployments.
Why this is correct
Azure Policy ensures all resources have required tags for accurate cost categorization and chargeback.
- ✗
Deploy all development, test, and production AI resources into a single shared resource group to simplify administration.
Why it's wrong here
Combining environments in one resource group makes cost allocation and security scoping difficult.
- ✗
Disable diagnostic logging across all AI resources to reduce Azure storage and log ingestion costs.
Why it's wrong here
Disabling logging reduces compliance and troubleshooting capability and is not a recommended cost practice for governance.
- ✓
Organize AI resources into separate resource groups and subscriptions based on business units and environments.
Why this is correct
Segmenting resources by business unit and environment facilitates granular cost tracking and budgeting.
- ✗
Use the Free (F0) pricing tier for all production workloads to eliminate infrastructure costs.
Why it's wrong here
F0 tiers have strict transaction limits and are not suitable or supported for production workloads.
About these practice questions
This AI-103 question is part of Courseiva's 510-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 Microsoft exam blueprint
This AI-103 practice question is part of Courseiva's free Microsoft 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 AI-103 exam.