Microsoft AI-102 valid study dumps : Designing and Implementing a Microsoft Azure AI Solution

  • Exam Code: AI-102
  • Exam Name: Designing and Implementing a Microsoft Azure AI Solution
  • Updated: Oct 12, 2026
  • Q&As: 425 Questions and Answers

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About Microsoft Designing and Implementing a Microsoft Azure AI Solution - AI-102 Valid Dumps

Never buy exam prep sight unseen. ValidDumps offers a free trial of the AI-102 materials — sample PDF questions to download, plus a clear look at how the PC and online versions work — so you can evaluate everything before paying for the full 425-question bank covering the Microsoft Designing and Implementing a Microsoft Azure AI Solution.

Microsoft AI-102 Exam Overview:

Certification Vendor:Microsoft
Exam Name:Designing and Implementing a Microsoft Azure AI Solution
Exam Number:AI-102
Exam Price:$165 USD (varies by region: £113 GBP, €126 EUR)
Exam Format:Multiple choice, Multiple select, Hot area, Performance-based scenarios, Drag-and-drop, Case studies
Available Languages:Indonesian, German, Korean, French, Arabic (Saudi Arabia), Spanish, Japanese, Portuguese (Brazil), English, Chinese (Simplified), Italian
Certificate Validity Period:1 year (renewable via free online assessment)
Related Certifications:Microsoft Certified: Azure Developer Associate
Microsoft Certified: Azure AI Fundamentals (AI-900)
Microsoft Certified: Azure Data Scientist Associate
Passing Score:700 (scaled score out of 1000)
Real Exam Qty:40-60
Exam Duration:100 minutes
Recommended Training:AI-102T00: Designing and Implementing a Microsoft Azure AI Solution
Microsoft Learn Learning Paths for AI-102
Exam Registration:Microsoft Certification Exam Registration
Pearson VUE Scheduling
Sample Questions:Free Download real AI-102 valid dumps
Exam Way:Online proctored (OnVUE) or onsite at Pearson VUE test centers
Pre Condition:No formal prerequisites; recommended: experience with Azure services, AI concepts, and proficiency in Python or C#; AI-900 certification is recommended but not required
Official Syllabus URL:https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/ai-102

Microsoft AI-102 Exam Syllabus Topics:

SectionWeightObjectives
Implement knowledge mining and information extraction solutions15-20%- Implement intelligent search and retrieval
- Ingest and process structured/unstructured data
- Build knowledge bases and search indexes
- Extract entities, relationships, and key phrases
Implement an agentic solution5-10%- Build agents with Microsoft Foundry Agent Service
- Test, deploy, and optimize agents
- Develop multi-agent workflows and orchestration
- Understand agent use cases and types
Plan and manage an Azure AI solution20-25%- Select suitable AI models
- Create and configure Azure AI resources
- Monitor, optimize, and secure AI solutions
- Plan solutions aligned with responsible AI principles
- Select appropriate Microsoft Foundry Services
- Choose services for generative AI, computer vision, NLP, speech, information extraction, knowledge mining
Implement natural language processing solutions15-20%- Implement translation and summarization
- Customize and deploy NLP models
- Build conversational AI and chatbots
- Perform text analysis, sentiment detection, and language detection
Implement computer vision solutions10-15%- Extract text and handwriting from images
- Process and index video content
- Build and deploy custom vision models
- Analyze images and detect objects/features
- Integrate vision capabilities into applications
Implement generative AI solutions15-20%- Orchestrate multiple models and containers
- Implement model monitoring and feedback
- Apply prompt engineering and fine-tuning
- Integrate Azure OpenAI and other generative models
- Deploy and manage generative models

Microsoft AI-102 Exam — Questions Candidates Actually Ask

The AI-102 exam presents 40-60 questions inside a 100 minutes window. That combination makes time a resource you manage, not a backdrop: candidates who never practice against a clock often leave easy questions unanswered at the end. Use the ValidDumps mock exam system — its timing function recreates the real pressure, so you can spot pacing gaps during preparation instead of during the exam.

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No formal prerequisites; recommended: experience with Azure services, AI concepts, and proficiency in Python or C#; AI-900 certification is recommended but not required

Vendor rules change periodically, so before scheduling, confirm the latest requirements on the official Microsoft exam page.

For the Microsoft Designing and Implementing a Microsoft Azure AI Solution, Microsoft recommends the following training:

Formal training builds understanding; focused practice builds exam-day performance. Combine either resource above with 425 practice questions from ValidDumps and you cover both.

The AI-102 exam — officially the Designing and Implementing a Microsoft Azure AI Solution — is Microsoft's certification test for professionals working with its technologies, and passing it awards the Microsoft Certified: Azure AI Engineer Associate certification at the Associate level. Whether you are a student, an office worker, or a veteran of the field, a vendor-issued credential is one of the few qualifications every employer reads the same way. It also leads naturally toward Microsoft Certified: Azure AI Fundamentals (AI-900), Microsoft Certified: Azure Data Scientist Associate, Microsoft Certified: Azure Developer Associate.

Passing requires 700 (scaled score out of 1000), and official registration costs $165 USD (varies by region: £113 GBP, €126 EUR). Budget-wise, remember the fee covers one attempt only — a retake is charged in full again. The prudent sequence is to self-assess first: run timed mocks with 425 practice questions at ValidDumps until your scores clear the passing mark with margin, and only then spend on the seat.

The Microsoft Designing and Implementing a Microsoft Azure AI Solution syllabus is divided into 6 domains, headlined by Implement an agentic solution (5-10%), Implement generative AI solutions (15-20%), and Implement natural language processing solutions (15-20%). The complete weighted outline is in the syllabus section above — let it direct your preparation toward the points that matter most.

Yes — a free trial comes before any payment at ValidDumps. You can download sample PDF questions of the AI-102 materials at no cost and see clearly how the PC and online versions operate, so the decision is fully informed. After purchase, 365 days of free updates are included, and an expired product's update service renews at a 50% discount from your member zone.

The Microsoft Designing and Implementing a Microsoft Azure AI Solution is booked through these official channels:

When scheduling, note that the AI-102 exam is delivered Online proctored (OnVUE) or onsite at Pearson VUE test centers.

Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions:

Question #1

You are building an image sharing app that will use Azure Al to prevent users from sharing sexually explicit images. You need to ensure that inappropriate images are identified correctly. The solution must minimize development effort. What should you use?

  • A. Vision Studio in Azure Vision in Foundry Tools
  • B. Content Safety in Foundry Control Plane Studio
  • C. Visual Studio
  • D. Microsoft Foundry
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Question #2

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You create a web app named app1 that runs on an Azure virtual machine named vm1. Vm1 is on an Azure virtual network named vnet1.
You plan to create a new Azure Cognitive Search service named service1.
You need to ensure that app1 can connect directly to service1 without routing traffic over the public internet.
Solution: You deploy service1 and a public endpoint, and you configure a network security group (NSG) for vnet1.
Does this meet the goal?

  • A. No
  • B. Yes
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for ValidDumps members. You can sign-up / login (it's free).

Question #3

You have a web app that uses Azure Cognitive Search.
When reviewing billing for the app, you discover much higher than expected charges. You suspect that the query key is compromised.
You need to prevent unauthorized access to the search endpoint and ensure that users only have read only access to the documents collection. The solution must minimize app downtime.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

Reveal Solution  Discussion  0

Correct Answer:


Explanation:

You are using Azure Cognitive Search, where access is controlled by:
Admin keys: Provide full read/write control (never given to apps).
Query keys: Provide read-only access, meant for client apps.
Here, the query key has been compromised. You want to minimize downtime and ensure continued read-only access.
Step 1 - Add a new query key
First, generate a new query key from the Azure portal or via REST API.
This allows you to continue providing read-only access to authorized apps.
Step 2 - Change the app to use the new key
Update the application configuration so that it authenticates requests with the new query key.
This ensures uninterrupted service while preparing to retire the compromised key.
Step 3 - Delete the compromised key
Once the app is using the new key successfully, revoke the compromised query key.
This prevents further unauthorized usage.
Why not other options?
Regenerate primary/secondary admin key: Not necessary since only the query key is compromised, and admin keys give full control.
Change app to use secondary admin key: Insecure (admin keys should never be exposed to client apps).
Correct Sequence
Add a new query key.
Change the app to use the new key.
Delete the compromised key.
Microsoft References
Manage admin and query keys in Azure Cognitive Search
Create and use query keys

Question #4

You have an Azure subscription that contains an Azure Al Document Intelligence resource named Aldoc1.
You have an app named App1 that uses Aldoc1. App1 analyzes business cards by calling business card model v2.1.
You need to update App1 to ensure that the app can interpret QR codes. The solution must minimize administrative effort.
What should you do first?

  • A. Implement the read model.
  • B. Upgrade the business card model to v3.0
  • C. Deploy a custom model.
  • D. Implement the contract model
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for ValidDumps members. You can sign-up / login (it's free).

Question #5

You are developing a new sales system that will process the video and text from a public-facing website.
You plan to monitor the sales system to ensure that it provides equitable results regardless of the user ' s location or background.
Which two responsible AI principles provide guidance to meet the monitoring requirements? Each correct answer presents part of the solution. (Choose two.) NOTE: Each correct selection is worth one point.

  • A. reliability and safety
  • B. fairness
  • C. transparency
  • D. inclusiveness
  • E. privacy and security
Reveal Solution  Discussion  0

Correct Answer: B,D  🗳️

Explanation: Only visible for ValidDumps members. You can sign-up / login (it's free).

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