AI-300 Genaiops Infrastructure Practice Question
You are reviewing the infrastructure architecture for a GenAI application that requires strict regulatory compliance. Which TWO of the following configurations are required to ensure data privacy and residency?
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
✓
Disabling the storage of input/output data in the Azure AI service via policy.
Data residency and privacy in GenAI are best managed by ensuring data is not stored permanently in the AI service and by strictly controlling network traffic via Private Links.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Disabling the storage of input/output data in the Azure AI service via policy.
Why this is correct
Ensuring data is not persisted by the AI service is a key compliance requirement.
- ✓
Using Private Link to ensure traffic never touches the public internet.
Why this is correct
Private Link keeps traffic within the Microsoft network, which is required for high-compliance environments.
- ✗
Increasing the model throughput capacity.
Why it's wrong here
Throughput capacity is a performance concern, not a data privacy or residency compliance requirement.
- ✗
Enabling Public IP access for remote debugging.
Why it's wrong here
Public IP access is a security risk and generally prohibited in strict compliance environments.
- ✗
Deploying models across multiple global regions.
Why it's wrong here
Global deployment might actually violate data residency requirements if the goal is to keep data in a specific region.
About these practice questions
This AI-300 question is part of Courseiva's 204-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-300 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-300 exam.