AI-103 Plan And Manage AN Azure AI Solution Practice Question
You are designing a monitoring solution for an Azure AI Document Intelligence resource that processes thousands of invoices daily. You need to track custom metric alerts when HTTP 429 (Too Many Requests) errors exceed a specific threshold over a 5-minute window. Where should you configure this alert?
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
✓
Azure Monitor metric alerts
Azure Monitor metric alerts allow you to evaluate platform metrics such as 'Total Calls' or 'HTTP 429' against dynamic or static thresholds.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Application Insights availability web tests
Why it's wrong here
Availability tests send synthetic HTTP pings to web apps, which does not directly capture internal rate-limiting metrics for Azure AI PaaS resources.
- ✗
Microsoft Defender for Cloud threat protection policies
Why it's wrong here
Defender for Cloud identifies security vulnerabilities and threats, not rate-limit threshold capacity breaches.
- ✓
Azure Monitor metric alerts
Why this is correct
Azure Monitor metric alerts natively track the 'Total Calls' and error status codes like HTTP 429 emitted by Azure AI service resources.
- ✗
Azure AI Studio diagnostics dashboard
Why it's wrong here
Azure AI Studio provides model exploration and testing, while production metric alerting is centralized in Azure Monitor.
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.