- A
Azure AI Custom Vision
Why wrong: Custom Vision is for image classification, not text extraction.
- B
Azure AI Translator
Translates text if invoices are in multiple languages.
- C
Azure AI Content Safety
Why wrong: Content Safety is for moderation, not extraction.
- D
Azure AI Document Intelligence
Extracts key-value pairs and tables from invoices.
- E
Azure AI Vision OCR
Reads text from scanned images.
Question 764 of 993
Extract Line Items, Totals, and Supplier Names from Invoices
This AI-102 practice question tests your understanding of implement computer vision solutions. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
You are building a document processing solution that extracts information from invoices. The invoices come in various formats and languages. You need to extract line items, totals, and supplier names. Which THREE services should you combine?
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 Translator
Azure AI Translator is correct because invoices arrive in various languages, and translating extracted text to a common language (e.g., English) is necessary for downstream processing like entity extraction and validation. Without translation, multilingual invoice data would be inconsistent or unprocessable by language-specific models.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
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 Custom Vision
Why it's wrong here
Custom Vision is for image classification, not text extraction.
- ✓
Azure AI Translator
Why this is correct
Translates text if invoices are in multiple languages.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Azure AI Content Safety
Why it's wrong here
Content Safety is for moderation, not extraction.
- ✓
Azure AI Document Intelligence
Why this is correct
Extracts key-value pairs and tables from invoices.
Related concept
Read the scenario before looking for a memorised answer.
- ✓
Azure AI Vision OCR
Why this is correct
Reads text from scanned images.
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates may mistakenly choose Azure AI Custom Vision for 'extracting' invoice data, confusing its image classification capabilities with the structured document extraction provided by Document Intelligence.
Detailed technical explanation
How to think about this question
Azure AI Document Intelligence (formerly Form Recognizer) uses prebuilt models like 'prebuilt-invoice' to extract line items, totals, and supplier names via OCR and key-value pair analysis. Azure AI Vision OCR provides the underlying text detection from images, while Azure AI Translator applies neural machine translation (NMT) to convert extracted text across languages, ensuring the pipeline handles multilingual invoices without requiring separate models per language.
KKey Concepts to Remember
- Read the scenario before looking for a memorised answer.
- Find the constraint that changes the correct option.
- Eliminate answers that are true in general but not in this case.
TExam Day Tips
- Watch for words such as best, first, most likely and least administrative effort.
- Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.
What to study next
Got this wrong? Here's your next step.
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FAQ
Questions learners often ask
What does this AI-102 question test?
Implement computer vision solutions — This question tests Implement computer vision solutions — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Azure AI Translator — Azure AI Translator is correct because invoices arrive in various languages, and translating extracted text to a common language (e.g., English) is necessary for downstream processing like entity extraction and validation. Without translation, multilingual invoice data would be inconsistent or unprocessable by language-specific models.
What should I do if I get this AI-102 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Last reviewed: Jul 4, 2026
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