AI-102 Plan and manage an Azure AI solution Practice Question
A company wants to use Azure AI services to extract text from scanned PDF documents. Which Azure AI service should they use?
⚠ Common exam trap
Many exam-takers confuse the general-purpose Computer Vision OCR API with the specialized Document Intelligence service, overlooking that Document Intelligence offers superior layout understanding and prebuilt models for document-centric extraction tasks.
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 AI Document Intelligence
Azure AI Document Intelligence (formerly Form Recognizer) is the correct service because it is specifically designed for extracting text, tables, and key-value pairs from scanned PDFs and images using optical character recognition (OCR) and deep learning models. Unlike general OCR APIs, Document Intelligence can handle complex layouts and preserve document structure, making it ideal for this use case.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Azure AI Language Understanding (LUIS)
Why it's wrong here
LUIS is for language understanding.
- ✓
Azure AI Document Intelligence
Why this is correct
Document Intelligence is optimized for document extraction.
- ✗
Azure AI Computer Vision API
Why it's wrong here
Computer Vision has OCR but Document Intelligence is better for structured extraction.
- ✗
Azure Cognitive Search
Why it's wrong here
Cognitive Search is for searching indexed data.
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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.