Implement knowledge mining and information extraction solutions →easyMultiple ChoiceObjective-mapped
AI-102 Practice Question: Implement knowledge mining and information extraction solutions
You are designing a solution to extract structured data from a large number of handwritten forms. The forms are scanned and stored as images. Which Azure AI feature should you use?
⚠ Common exam trap
Test-takers frequently confuse Azure AI Vision's general image analysis with Document Intelligence's specialized OCR, but the key differentiator is that Document Intelligence is purpose-built for extracting structured data from forms and documents, including handwriting.
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's OCR capability
Azure AI Document Intelligence's OCR capability is specifically designed to extract structured data from scanned documents, including handwritten forms. It uses advanced optical character recognition (OCR) and layout analysis to identify text, tables, and key-value pairs, making it the correct choice for this scenario.
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 Vision's image analysis
Why it's wrong here
Image analysis describes content but does not extract form fields.
- ✗
Azure AI Speech to text
Why it's wrong here
For audio, not images.
- ✗
Azure Bot Service
Why it's wrong here
For chatbots.
- ✓
Azure AI Document Intelligence's OCR capability
Why this is correct
OCR extracts text from images, including handwriting.
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JA
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.