The AI-103 Microsoft Certified Azure AI App and Agent Developer Associate certification exam focuses on the latest generative and agent-based architectures, highlighting the management and planning of AI resources within Microsoft Foundry. It covers the creation of generative applications, multistep reasoning workflows, and production-ready agents with multi-agent orchestration. The beta exam will be available in April 2026, with training expected in March 2026 and the full exam launching in June 2026.

For more information about the AI-103 exam, you can check out this exam skills outline. This study guide will provide comprehensive review materials to help you pass the exam successfully.

AI-103 Exam Domains

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AI-103 Study Materials

Before attempting the AI-103 Microsoft Certified Azure AI App and Agent Developer Associate exam, it is highly recommended to review the following study materials. These resources are designed to help candidates understand the key concepts, tools, and services that are commonly evaluated in the certification. By studying these materials in advance, candidates can strengthen their knowledge of machine learning operations, automation, and deployment practices within the Microsoft ecosystem.

•  Tutorials Dojo’s Azure Cheat Sheets — Quick reference guides that summarize key Azure services and concepts commonly covered in certification exams.
• Azure PlayCloud Hands-On Labs — Guided labs that allow you to practice deploying and managing Azure resources in a real environment.
• Azure Practice Exams — Our very own set of practice exams designed to help evaluate your readiness for the certification and identify topics that require further study.
• Microsoft Official Documentation and Learning Resources:
  • Artificial Intelligence overview
  • Generative AI documentation
  • Microsoft 365 Copilot documentation
  • Microsoft 365 documentation
  • Microsoft Q&A | Microsoft Docs
  • Microsoft 365 Copilot community hub
    Microsoft 365 community hub
  • Microsoft Learn – Microsoft Tech Community
  • Exam Readiness Zone
  • Microsoft Learn Show
  • Azure Blog
• Azure Free Account — Enables you to explore Azure services and gain hands-on experience while preparing for the exam.

Azure Services to Focus on for the AI-103 Exam

Here is the list of Azure services that you have to focus on for your upcoming AI-103 Microsoft Certified Azure AI App and Agent Developer Associate exam:

Microsoft Foundry

• Configure Foundry resources and project environments
• Deploy foundation models using serverless endpoints and managed compute
• Manage prompt versioning and model deployment strategies
• Monitor AI applications with metrics such as latency, throughput, and token usage
• Implement evaluation metrics such as groundedness, relevance, coherence, and fluency

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AI-103 Key Exam Topics by Domain

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AI-103 Important Skills to Focus on

• Generative AI Infrastructure Setup — configure Microsoft Foundry resources for building and managing generative applications, ensuring secure access, networking controls, and efficient resource planning.
• Generative Application Lifecycle Management — develop, deploy, and monitor generative applications, utilizing multistep workflows and orchestration to create production-ready solutions with multi-agent capabilities.
• Responsible AI Evaluation — implement responsible AI principles, ensuring fairness, safety, and transparency in generative AI models, while monitoring performance metrics like latency and throughput.
• Microsoft Foundry Resource Management — efficiently manage and optimize AI resources within Microsoft Foundry, enabling smooth deployment and orchestration of generative AI solutions and multi-agent workflows.

Validate Your AI-103 Exam Readiness

If you feel confident after going through the suggested materials above, it’s time to put your knowledge of different Azure concepts and services to the test. For top-notch practice exams, consider using the Tutorials Dojo’s AI-103 Microsoft Certified Azure AI App and Agent Developer Associate Practice Exams.

These practice tests cover the relevant topics that you can expect from the real exam. It also contains different types of questions, such as single-choice, multiple-response, hotspot, yes/no, and drag-and-drop. Every question on these practice exams has a detailed explanation and adequate reference links that help you understand why the correct answer is the most suitable solution. After you’ve taken the exams, it will highlight the areas you need to improve. Together with our cheat sheets, we’re confident that you’ll be able to pass the exam and have a deeper understanding of how Azure works.

AI-103 Sample Practice Test Questions:

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For more Azure practice exam questions with detailed explanations, check out the Tutorials Dojo Portal:

Final Remarks

Success in the AI-103 exam requires both conceptual knowledge and practical experience with cutting-edge generative and agent-based architectures, as well as managing AI resources within Microsoft Foundry. Focus your preparation on building generative applications, creating multistep reasoning workflows, and developing production-ready agents capable of multi-agent orchestration. Reinforce your understanding through hands-on practice with Microsoft Foundry and related tools. Practice exams will help assess your readiness and identify areas for further improvement. By following this focused approach, you’ll be well-prepared to earn the Microsoft Certified Azure AI App and Agent Developer Associate certification. Best of luck with your preparation!