AI-103 Information Extraction Practice Question
You are building an automated invoice processing pipeline using Azure AI Document Intelligence. Some incoming invoices contain handwritten vendor signatures and handwritten approval dates. Which feature must you ensure is supported and enabled when configuring your analysis request?
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
✓
Rely on the built-in OCR capability which detects both printed and handwritten text across supported models.
Document Intelligence automatically supports handwritten text detection, but understanding its performance implications on custom or prebuilt models is crucial for accuracy.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Rely on the built-in OCR capability which detects both printed and handwritten text across supported models.
Why this is correct
Document Intelligence OCR engine detects both printed and handwritten text natively without special switches.
- ✗
Enable the 'handwritten=true' query parameter in the API call header.
Why it's wrong here
Handwritten text extraction is built-in and does not require a handwritten=true query parameter.
- ✗
Train a custom neural model exclusively with handwritten signature samples.
Why it's wrong here
Signatures are generally variable and difficult to extract as structured text fields; neural models extract text and key values rather than verifying signatures.
- ✗
Deploy a separate Azure AI Vision Handwritten Text container and pipe its output into the Document Intelligence request.
Why it's wrong here
Document Intelligence incorporates advanced OCR capabilities internally; an external container is redundant.
About these practice questions
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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.