Microsoft Azure AI-102 Real Exam Dumps [Jan 2026 Update]

What is the Microsoft AI-102 exam, and what will you learn from it?

The Microsoft Azure AI Engineer Associate (AI-102) exam is designed for professionals who want to demonstrate expertise in building, managing, and deploying AI solutions on Microsoft Azure. 

It is ideal for AI engineers, data scientists, and developers looking to implement cognitive services, machine learning, and natural language processing solutions on the Azure platform.

By preparing for and passing the AI-102 exam, you will gain hands-on experience in analyzing solution requirements, designing AI models, integrating AI services, implementing security, and monitoring AI workloads. 

Practicing with the best AI-102 exam questions at Cert Empire ensures that you are well-prepared for scenario-based questions and real-world applications.

Exam Snapshot

Prerequisites before taking the AI-102 exam

Candidates should ideally have:

• Experience with AI and machine learning concepts.
• Familiarity with Azure AI services including Cognitive Services, Language Understanding (LUIS), and Azure Bot Service.
• Knowledge of Python, R, or C# programming for AI solution development.
• Understanding of data storage, security, and integration in Azure.

Although there are no mandatory prerequisites, completing AZ-900 or AZ-204 is recommended to gain foundational Azure knowledge.

Main objectives and domains you will study for AI-102

The AI-102 exam focuses on designing and implementing Azure AI solutions. The main domains include:

1. Plan and Manage AI Solutions (15–20%) – Identify solution requirements, AI workloads, and data needs
2. Implement AI Solutions (40–45%) – Integrate Azure AI services such as Computer Vision, LUIS, and Azure Bot Service.
3. Deploy and Maintain AI Solutions (20–25%) – Implement security, scaling, monitoring, and troubleshooting for AI solutions.
4. Evaluate and Optimize AI Solutions (10–15%) – Optimize model performance, evaluate solution effectiveness, and ensure compliance.

Topics to cover in each AI-102 exam domain

Plan and Manage AI Solutions:

• Assess solution requirements and design AI workflows
• Select appropriate Azure AI services for scenarios
• Identify data sources, privacy, and compliance requirements

Implement AI Solutions:

• Implement Computer Vision, OCR, and custom vision models
• Implement natural language processing with LUIS and QnA Maker
• Build AI chatbots using Azure Bot Service
• Integrate AI solutions with APIs and client applications

Deploy and Maintain AI Solutions:

• Configure security and access control
• Deploy AI models and services to Azure environments
• Monitor AI solutions using Application Insights and Azure Monitor
• Implement failover, scaling, and recovery strategies

Evaluate and Optimize AI Solutions:

• Measure model performance and accuracy
• Optimize solution workflows and latency
• Ensure solutions meet business and compliance requirements

Changes in the latest version of AI-102

The latest AI-102 exam emphasizes responsible AI practices, automation, and integration with modern Azure AI services. It reflects updated services in Cognitive Services, Bot Service, and machine learning pipelines, ensuring candidates are prepared for real-world AI deployment scenarios.

Register and schedule your AI-102 exam

You can register through the Microsoft Certification portal. Exams are available online with a proctor or at authorized testing centers.

AI-102 exam cost, and can you get any discounts?

The exam costs $165 USD. Discounts may be available for students, educators, or Microsoft Learn partners. Bundled practice question packages from Cert Empire can help save costs and improve preparation efficiency.

Exam policies you should know before taking AI-102

• Present a valid government-issued ID.
• Arrive or log in 30 minutes early for check-in.
• Electronic devices, notes, and calculators are prohibited during the exam.
• Familiarize yourself with retake policies in case of unsuccessful attempts.

What can you expect on your AI-102 exam day?

• Multiple-choice, scenario-based, and practical case study questions.
• Tasks involving designing, integrating, and deploying AI solutions in Azure.
• 120 minutes to complete all exam questions.

Practicing with the best AI-102 exam questions at Cert Empire ensures familiarity with real-world AI solution scenarios

Plan your AI-102 study schedule effectively with 5 Study Tips

Tip 1: Review the official AI-102 exam blueprint thoroughly.
Tip 2: Set up hands-on labs for Cognitive Services, Bot Service, and LUIS.
Tip 3: Practice with high-quality exam questions to identify knowledge gaps.
Tip 4: Join AI and Azure forums for practical implementation tips and scenario discussions.
Tip 5: Take timed mock exams to simulate real exam conditions and improve time management.

Best study resources you can use to prepare for AI-102

• Microsoft Learn: AI-102 learning paths and hands-on labs
• Azure free tier for testing AI services
• Cert Empire’s curated AI-102 practice questions
• Video tutorials from Microsoft and reputable online learning platforms
• AI and Azure developer forums for peer support

Career opportunities you can explore after earning AI-102

• Azure AI Engineer – designing and implementing AI solutions on Azure.
• Data Scientist – leveraging Azure AI tools for predictive modeling and analytics.
• AI Developer – integrating cognitive services and bots into applications.
• Cloud Solutions Architect (AI focus) – designing scalable, secure AI solutions.

AI-102 certification demonstrates your ability to implement practical AI solutions using Azure, increasing career prospects in AI and cloud development.

Certifications to go for after completing AI-102

• DP-100: Azure Data Scientist Associate
• AZ-305: Azure Solutions Architect Expert (for AI-focused solutions)
• AZ-400: Azure DevOps Engineer Expert (integrating AI with DevOps pipelines)

These certifications build on AI-102 skills and prepare professionals for advanced AI, data, and cloud solution roles.

How does AI-102 compare to other beginner-level cloud certifications?

AI-102 is more specialized than AZ-900 or AZ-104, targeting AI and machine learning development rather than general cloud fundamentals or administration. It is ideal for developers and engineers looking to implement AI solutions on Azure, similar to AWS Certified Machine Learning – Specialty or Google Cloud AI Engineer tracks.

Practicing with the best AI-102 exam questions at Cert Empire ensures you gain hands-on experience, understand scenario-based questions, and confidently pass the exam while building real-world AI solution skills.

Why Practice Exam Questions Are Essential for Passing Microsoft AI-102 Exam in 2026

Passing the AI-102 certification isn’t about memorizing terms or rot learning, it’s about developing the aptitude required of an Azure AI engineer. Loaded with detailed explanations and extensive references, Cert Empire’s AI-102 Exam Questions are designed to help you think like an actual Microsoft AI developer. These practice questions mirror the Microsoft exam pattern, guiding you through what’s required to pass the exam on your first attempt.

Prepare Smarter with Exam Familiar Quiz

The AI-102 exam is challenging and broad, but consistent practice transforms that difficulty into strength. By regularly solving real exam-style questions, you’ll improve your pacing, reduce anxiety, and recognize recurring question logic. Over time, the format will feel second nature, allowing you to focus on accuracy instead of uncertainty on exam day. You can step into Cert Empire to navigate additional pages connected to your exam.

Master Every Domain with Real Exam Logic

The AI-102 practice questions cover all official domains in the correct proportion. This means you’re not just preparing one domain, but all of them, making your exam preparation comprehensive.

What’s Included in Our AI-102 Exam Prep Material

It’s not just a question blob that we offer, but a whole experience that transforms your exam preparation. Here is exactly what you get:

PDF Exam Questions

1. Instant Access: Start preparing right after purchase with immediate delivery.
2. Study Anywhere: Access the soft form questions from your phone, laptop, or tablet.
3. Printable Format: Ideal for offline review and personal note-taking, and especially if you prefer to study from hard-form documents.

Interactive Practice Simulator

1. Question Simulation: Our online AI-102 exam practice simulator is designed to help you interactively review and prepare for the exam with tailored features such as show/hide answers, see correct answers etc.
2. Flashcard-like Practice: Save your toughest questions and revisit them until you’ve mastered each domain.
3. Progress Tracking: The progress tracking feature of our quiz simulator lets you resume your study journey right from where you left.

3 Months of Unlimited Access

Enjoy full, unrestricted access for three months, long enough to practice, revise, and retake simulations until you are satisfied with your results.

Regular Updates

Artificial intelligence and Azure cognitive services evolve continuously, so being current is the cornerstone of AI-102 exam prep. Being mindful of that, CertEmpire’s certified exam coaches keep the content of the practice questions up to date with the latest exam requirements so that you always have the latest exam questions and resources available to you.

Free Practice Tests

To make the decision easy for you, we offer free practice tests for the AI-102 exam. Look at the right side-bar and you will find the free practice test button that will take you to a sample free AI-102 practice test. Go through the free AI-102 exam questions section and discover the richness of our practice questions.

Free Exam Guides

Cert Empire offers free exam preparation guides for AI-102. You can find a trove of AI-102 related exam prep resources at our website in our blog section. From tailored study plans for success in AI-102 to exam day guidelines, we have covered it all. Cherry on the top, you do not have to be our customer to access this material, and it is free for all.

Feel free to discover complete Microsoft certification list to review the full set of Microsoft exams available.

Important Note

Our AI-102 Exam Questions are updated regularly to match the latest Microsoft exam version.

The Cert Empire content team, led by certified AI-102 professionals, has taken the newest release and added updated concepts, frameworks, and AI development methodologies to ensure relevance.

✔ Each question includes detailed reasoning for both correct and incorrect options, helping you understand the full context behind every answer.
✔ Every solution links to official Microsoft references, allowing you to expand your knowledge through verified documentation.
✔ Mobile-Compatible – Both the PDF and simulator versions are easy to use across smartphones, tablets, laptops, and even in printed form.

The AI-102 remains one of the most respected and career-building certifications in artificial intelligence, proving mastery of Azure AI solutions, cognitive services, and natural language processing capabilities.