A publishing company wants to build a searchable knowledge base from thousands of books, articles, and handwritten notes. The solution must allow users to search by topic and return relevant passages. Which service should they use?

Azure AI Search with built-in skills for OCR and entity recognition

Azure AI Vision with the OCR capability

Azure AI Document Intelligence with a custom extraction model

Azure AI Language with the summarization feature

A logistics company wants to read license plates from images captured at toll booths and then cross-reference the plate numbers with a database of registered vehicles. Which service should they use for the plate reading?

Azure AI Custom Vision with an object detection model

Azure AI Document Intelligence with a custom extraction model

Azure AI Vision with the OCR capability

Azure AI Language with custom named entity recognition

A healthcare startup wants to build a chatbot that answers patient questions by retrieving information from a large collection of medical PDFs. The chatbot must generate natural-language responses grounded in the content of those PDFs, and the team wants to minimize the effort of building the retrieval pipeline. Which service should they use?

Azure AI Search with built-in vector indexing and semantic ranker, connected to Azure OpenAI Service

Azure AI Document Intelligence to extract text, then Azure OpenAI Service with a simple prompt

Azure AI Language with the custom question-answering feature

Azure OpenAI Service with a custom model fine-tuned on the PDFs

Microsoft Certified:Azure AI Engineer Associate

Domain 1Objective 1

Select the Appropriate Microsoft Foundry Services AI-102 Practice Questions (Page 3)

Part of the Plan and manage an Azure AI solution domain, which accounts for 20-25% of the AI-102 exam. Microsoft does not publish an official question count, but from its 100-minute exam (~40–65 total, ~8–16 in this domain), expect 2–4 from this objective — we provide 16 practice questions to prepare you well beyond it. (estimate)

16questions here

4free pages

6concepts

20-25%of the exam

Questions 11–15

11foundation · easy
An application must detect objects and read printed text from images uploaded by users. Which Azure service should be used for these computer vision tasks?
Select an answer first
12foundation · easy
A company needs to automatically extract invoice numbers, dates, and line items from scanned invoices. Which Azure service is designed for this information extraction task?
Select an answer first
13application · medium
A publishing company wants to build a searchable knowledge base from thousands of books, articles, and handwritten notes. The solution must allow users to search by topic and return relevant passages. Which service should they use?
Select an answer first
14application · medium
A logistics company wants to read license plates from images captured at toll booths and then cross-reference the plate numbers with a database of registered vehicles. Which service should they use for the plate reading?
Select an answer first
15application · medium
A healthcare startup wants to build a chatbot that answers patient questions by retrieving information from a large collection of medical PDFs. The chatbot must generate natural-language responses grounded in the content of those PDFs, and the team wants to minimize the effort of building the retrieval pipeline. Which service should they use?
Select an answer first

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Select the Appropriate Microsoft Foundry Services AI-102 Practice Questions (Page 3)

Questions 11–15

An application must detect objects and read printed text from images uploaded by users. Which Azure service should be used for these computer vision tasks?

A company needs to automatically extract invoice numbers, dates, and line items from scanned invoices. Which Azure service is designed for this information extraction task?

A publishing company wants to build a searchable knowledge base from thousands of books, articles, and handwritten notes. The solution must allow users to search by topic and return relevant passages. Which service should they use?

A logistics company wants to read license plates from images captured at toll booths and then cross-reference the plate numbers with a database of registered vehicles. Which service should they use for the plate reading?

Keep studying — Plan and manage an Azure AI solution