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AI-102 Exam Dumps and Practice Questions

Preview page 1 of 85 with real questions 1 to 5 from the full 423-question Microsoft set.

Microsoft AI-102 Dumps for Passing the Azure AI Engineer Associate Exam in 2026

The Microsoft AI-102 exam, "Designing and Implementing a Microsoft Azure AI Solution," is part of the Azure AI Engineer Associate certification. It is designed for professionals who build, integrate, and manage AI solutions on Microsoft Azure. This exam matters because it validates practical skills across AI services, solution design, and implementation. It is a strong choice for candidates who want to prove they can deliver modern Azure AI workloads with confidence.

# Exam Topics Sub-Topics Approximate Weightage (%)
1 Implement knowledge mining and information extraction solutions Document ingestion, data enrichment, indexing and search, knowledge extraction pipelines 18%
2 Implement natural language processing solutions Text analysis, language understanding, entity extraction, sentiment and key phrase detection 17%
3 Implement computer vision solutions Image analysis, optical character recognition, object detection, visual content interpretation 15%
4 Implement an agentic solution Agent orchestration, tool use, workflow automation, response planning and execution 15%
5 Implement generative AI solutions Prompting, content generation, model integration, responsible AI usage 20%
6 Plan and manage an Azure AI solution Solution planning, monitoring, security, deployment, operational management 15%

This exam tests both conceptual understanding and hands-on implementation skills. Candidates must know how to choose the right Azure AI service, design solutions for real business needs, and manage them effectively. It also checks practical ability in applying AI features to search, language, vision, agentic, and generative scenarios. Strong preparation means being ready for scenario-based questions that require accurate technical judgment.

Actual Microsoft AI-102 Exam Questions

Question 1

You create five bots by using Microsoft Bot Framework Composer.

You need to make a single bot available to users that combines the bots. The solution must support dynamic routing to the bots based on user input.

Which three actions should you perform? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Correct answer: A, B, F

You created five bots with Microsoft Bot Framework Composer, but want to make them appear as one unified bot for users, with dynamic routing depending on user input.

This is exactly the Bot Framework Orchestrator scenario. Orchestrator is the recognizer that allows you to dispatch incoming utterances to the correct skill (bot) or dialog.

Step 1 -- Install Orchestrator package

To use Orchestrator inside Bot Framework Composer, you first install the Orchestrator package.

This provides the functionality for language understanding and routing.

Correct answer: F.

Step 2 -- Change Recognizer/Dispatch type

By default, a bot project might use LUIS recognizer or Regex recognizer.

To use Orchestrator, you need to change the recognizer type to Orchestrator in Composer.

Correct answer: B.

Step 3 -- Create an Orchestrator model

Orchestrator requires a trained model that maps utterances to intents or routes them to the correct skill/bot.

You must create an Orchestrator model for dispatch.

Correct answer: A.

Other Options (Incorrect):

C . Create a Composer extension Not required for orchestrating multiple bots.

D . Enable WebSockets Useful for streaming scenarios, not for bot orchestration.


Question 2

You plan to build an agent that will combine and process multiple files uploaded by users.

You are evaluating whether to use the Azure Al Agent Service to develop the agent.

What is the maximum size of all the files that can be uploaded to the service?

Correct answer: C

For Azure AI Agent Service, the documented quota for the maximum total size of all files uploaded for agents has been listed as 100 GB. Individual files are limited to 512 MB each. These limits are relevant when you plan an agent that must combine and process multiple user-uploaded files. (Note: Quotas can evolve; check the current ''Quotas and limits'' page for your region.)

Reference (Microsoft Docs / Q&A):

Microsoft Q&A (Agent Service limits: ''Max size for all uploaded files for agents 100 GB''; per-file 512 MB). Microsoft Learn

File Search tool how-to (per-file 512 MB guidance). Microsoft Learn


Question 3

You are developing the smart e-commerce project.

You need to implement autocompletion as part of the Cognitive Search solution.

Which three actions should you perform? Each correct answer presents part of the solution. (Choose three.)

NOTE: Each correct selection is worth one point.

Correct answer: A, B, F, F

Scenario: Support autocompletion and autosuggestion based on all product name variants.

A: Call a suggester-enabled query, in the form of a Suggestion request or Autocomplete request, using an API. API usage is illustrated in the following call to the Autocomplete REST API.

POST /indexes/myxboxgames/docs/autocomplete?search&api-version=2020-06-30

{

'search': 'minecraf',

'suggesterName': 'sg'

}

B: In Azure Cognitive Search, typeahead or 'search-as-you-type' is enabled through a suggester. A suggester provides a list of fields that undergo additional tokenization, generating prefix sequences to support matches on partial terms. For example, a suggester that includes a City field with a value for 'Seattle' will have prefix combinations of 'sea', 'seat', 'seatt', and 'seattl' to support typeahead.


https://docs.microsoft.com/en-us/azure/search/index-add-suggesters

Question 4

You are building a chatbot by using Microsoft Bot Framework Composer.

You need to configure the chatbot to present a list of available options. The solution must ensure that an image is provided for each option.

Which two features should you use? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Correct answer: B, D

To present a list of options with images, you use Adaptive Cards, which allow for rich content such as images, buttons, and formatted text in the conversation.

These cards are typically surfaced within the context of a dialog, which controls the flow of the conversation.

Azure functions are unrelated here.

Entities and utterances belong to natural language understanding, not UI presentation.

Correct Answe r: B and D


Question 5

You have a SQL query that combines customer data and order dat

a. The query includes calculated columns. You need to create a database object that would allow other users to rerun the same SOL query. What should you create?

Correct answer: B

A view is a virtual table based on the result set of a query.

Views allow you to encapsulate complex queries (including joins and calculated columns) and make them reusable by other users.

Index improves performance but does not store or rerun queries.

Scalar function returns a single value, not a tabular result.

Table stores raw data, not queries.


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How QA4Exam.com Helps You Pass Microsoft AI-102

QA4Exam.com offers Exam PDF materials with actual questions and answers, plus an Online Practice Test built to help you prepare efficiently for the Microsoft AI-102 exam. The practice test gives you a real exam simulation so you can get familiar with question style, pacing, and pressure before test day. The content is updated to reflect current exam needs, and the verified answers help you study with more confidence. You can also improve time management by practicing under timed conditions and identifying weak areas early. This combination makes it easier to aim for a first-attempt pass on the Designing and Implementing a Microsoft Azure AI Solution exam.

Frequently Asked Questions

Who should take the Microsoft AI-102 exam?

The AI-102 exam is for candidates pursuing the Azure AI Engineer Associate certification and for professionals who design and implement Azure AI solutions.

Is the Microsoft Designing and Implementing a Microsoft Azure AI Solution exam difficult?

It can be challenging because it covers multiple Azure AI topics and scenario-based questions, but focused preparation can make it manageable.

Can I pass AI-102 with only braindumps?

Braindumps alone are not the best approach. You should use them with practice and review so you understand how the exam concepts are applied.

Do I need hands-on experience for AI-102?

Hands-on experience is very helpful because the exam focuses on practical Azure AI implementation and solution planning.

Are QA4Exam.com dumps enough to prepare for the first attempt?

QA4Exam.com dumps can be a strong preparation tool, especially when used with the Online Practice Test and a review of the exam topics.

What is included in the QA4Exam.com AI-102 package?

The package includes an Exam PDF with actual questions and answers and an Online Practice Test for exam-style preparation.

How does the Online Practice Test help with passing in the first attempt?

It helps you practice timing, understand question patterns, and identify weak areas before taking the real Microsoft AI-102 exam.