AI-103 Information Extraction Practice Question
You are developing a custom extraction model using Azure AI Document Intelligence Studio. Your training dataset consists of multi-page invoices with varying structures, and some fields appear only on the final page. How should you structure your tagging configuration?
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
✓
Tag the fields on whatever page they appear across the sample documents in Document Intelligence Studio.
Custom neural and template models support multi-page documents where fields can be tagged across any page of the document set during training.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Create a separate custom model for the final page and chain them using an orchestration model.
Why it's wrong here
An orchestration model is not needed simply because a field appears on a later page of a multi-page document.
- ✗
Split every multi-page invoice into individual single-page documents before uploading.
Why it's wrong here
Splitting destroys document boundary context and is unnecessary for multi-page document support.
- ✗
Define all late-appearing fields as optional metadata parameters in the training configuration JSON file.
Why it's wrong here
Fields are tagged visually in the Studio or defined in the layout schema, not as metadata parameters.
- ✓
Tag the fields on whatever page they appear across the sample documents in Document Intelligence Studio.
Why this is correct
Document Intelligence custom models support multi-page documents natively, allowing you to tag fields wherever they appear.
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.