AI-103 Information Extraction Practice Question
Your custom extraction model is failing to identify fields on a new version of a document. You have labeled 50 documents. What is the most likely solution?
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
✓
Add more training documents with the new layout
Adding more training samples that include the new document variations improves the model's robustness.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Change the API version to v2.1
Why it's wrong here
Older versions are typically less capable than newer ones.
- ✗
Switch to a template model
Why it's wrong here
Templates are less flexible for new variations.
- ✓
Add more training documents with the new layout
Why this is correct
The model needs examples of the new layout to generalize correctly.
- ✗
Increase the confidence threshold
Why it's wrong here
Adjusting thresholds does not improve actual model performance.
About these practice questions
One of 510 original AI-103 practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. 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.