AI-103 Information Extraction Practice Question
You are troubleshooting a low confidence score on specific fields extracted by your Azure AI Document Intelligence custom template model. Which TWO actions can help improve the extraction confidence for those fields? (Choose TWO)
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
✓
Ensure all training documents are of high visual quality and free from blur or heavy skew.
Improving training quality through diverse, high-quality samples and accurate labeling improves confidence scores.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Increase the confidence threshold parameter in the analyzeDocument request body to 0.99.
Why it's wrong here
Changing the request threshold filters or rejects results but does not improve the underlying model's accuracy.
- ✗
Convert all training PDFs to grayscale and reduce their resolution to 72 DPI to speed up processing.
Why it's wrong here
Reducing resolution impairs OCR and extraction accuracy.
- ✓
Ensure all training documents are of high visual quality and free from blur or heavy skew.
Why this is correct
High-quality training images improve OCR accuracy and subsequent field extraction confidence.
- ✓
Add more diverse training documents that represent variations in the document layout where the low-confidence fields appear.
Why this is correct
Adding diverse training samples helps the model generalize better and improves confidence.
- ✗
Switch the model type from custom template to a prebuilt business card model.
Why it's wrong here
Switching to a business card model is irrelevant for custom specialized document fields.
About these practice questions
This AI-103 question is part of Courseiva's 510-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. 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.