AI-102 Implement generative AI solutions Practice Question
A company is developing a generative AI solution that must process sensitive customer data. They need to ensure that data remains within their Azure tenant and is not used to improve the base model. Which configuration is required in Azure OpenAI?
⚠ Common exam trap
It's easy for candidates to confuse network-level controls (private endpoints) or encryption (CMK) with data usage policies, not realizing that only the explicit opt-out of abuse monitoring and logging prevents Microsoft from using the data for model improvement.
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
✓
Opt out of abuse monitoring and data logging in the Azure OpenAI Studio.
Azure OpenAI provides a data privacy setting that allows customers to opt out of abuse monitoring and data logging. When enabled, this ensures that prompts, completions, and any associated data are not stored or used by Microsoft to improve the base model, and all data remains within the customer's Azure tenant. This is the specific configuration required to meet the stated data residency and non-improvement requirements.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Enable customer-managed keys for encryption.
Why it's wrong here
Customer-managed keys do not affect model training data usage.
- ✗
Use a private endpoint to restrict access to the service.
Why it's wrong here
Private endpoints control network access, not data usage.
- ✓
Opt out of abuse monitoring and data logging in the Azure OpenAI Studio.
Why this is correct
Opting out prevents Microsoft from using your data for model improvement.
- ✗
Configure data residency to keep data in a specific region.
Why it's wrong here
Data residency does not control model improvement.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI-102 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-102 exam.