New Microsoft Certified: Azure AI Apps and Agents Developer Associate
Ready to move from prototypes to production? Demonstrate your readiness to deliver scalable, real‑world AI apps and agents using Azure services and Microsoft Foundry with the new Exam AI‑103 (beta). As AI changes how work is done across many industries and roles, organizations are rapidly moving AI apps and agents from experimentation into operational use. These shifts create opportunities for software developers who can build generative AI apps and production‑ready agents on Azure. To meet these opportunities, we’re introducing the Microsoft Certified: Azure AI Apps and Agents Developer Associate Certification. This new Microsoft Certification focuses on modern AI development, including generative AI, multimodal scenarios, agentic workflows, and responsible AI, by using Azure services and Microsoft Foundry to deliver scalable, real-world solutions. To earn this new Certification, you need to pass Exam AI-103: Developing AI Apps and Agents on Azure, currently in beta. Is this the right Certification for you? This Certification validates the skills needed to build and deploy AI apps and agents using production‑oriented development practices on Azure by using Foundry, the unified platform for model management, agent configuration, and evaluation pipelines. Exam AI-103 demonstrates your ability to plan and manage Azure AI solutions and to implement generative AI and agentic solutions, computer vision solutions, text analysis solutions, and information extraction solutions. As a candidate for this Certification, you’re a developer who uses Python and Azure services to plan, implement, and manage AI solutions and agents that take advantage of Foundry, working closely with business stakeholders, solution architects, data scientists, DevOps engineers, and cloud security engineers. For this exam, you should have experience developing apps by using Python, and you need to be familiar with the capabilities of general AI, generative AI, and Azure services. Exam AI-103 provides a modernized, scenario‑driven focus on agent development as the core of Azure AI solution building, expanding coverage into multimodal generation (images, video, speech), visual understanding, large language model–first text analysis, and information‑extraction pipelines for retrieval-augmented generation (RAG). Candidates demonstrate their ability to work with end‑to‑end solution scenarios that involve grounded, multimodal, governed, and secure AI system design. Ready to prove your skills? Take advantage of the discounted beta exam offer. The first 300 people who take Exam AI-103 (beta) on or before May 7, 2026, can get 80% off. To receive the discount, when you register for the exam and are prompted for payment, use code AI103Claxton. This is not a private access code. The seats are offered on a first-come, first-served basis. As noted, you must take the exam on or before May 7, 2026. Please note that this discount is not available in Turkey, Pakistan, India, or China. How to prepare Get ready to take Exam AI-103 (beta): Review the Exam AI-103 (beta) exam page for details. The Exam AI-103 study guide explores key topics covered in the exam. Work through the self-paced Course AI-103: Develop AI apps and agents on Azure. Connect with Microsoft Training Services Partners in your area for in-person offerings. Need other preparation ideas? Check out Just How Does One Prepare for Beta Exams? Ready to get started? You can take Certification exams online, from your home or office. Get the details in Online proctored exams: What to expect and how to prepare. Remember, only the first 300 candidates can get 80% off Exam AI-103 (beta) with code AI103Claxton on or before May 7, 2026. Beta exam rescoring begins when the exam goes live, with final results released approximately 10 days later. For more details, read Creating high-quality exams: The path from beta to live. Stay tuned for general availability of this Certification in June 2026. Additional information For more cloud and AI Certification updates, read our recent blog post, The AI job boom is here. Are you ready to showcase your skills? Follow our credentials news on The Skills Hub blog as we roll out additional new Certifications in April, May, and June 2026. Join our Microsoft Worldwide Learning SME Group for Credentials on LinkedIn for beta exam alerts and opportunities to help shape future Microsoft learning and assessments. Explore Microsoft Credentials on AI Skills Navigator.Evolving the Microsoft Certified: Azure AI Fundamentals Certification
As AI cloud solution adoption accelerates, demonstrate your readiness to build modern, responsible Azure AI solutions using Microsoft Foundry and Python with the new Exam AI‑901 (beta). AI is no longer a distant, abstract idea. Organizations around the world are adopting it right now to streamline workflows and strengthen operational efficiency. As a result, the demand for AI solution developers is accelerating. To support this shift, we’re evolving the Microsoft Certified: Azure AI Fundamentals Certification. The updated Microsoft Certification validates your knowledge of AI concepts and capabilities and your ability to implement AI solutions by using Azure and Microsoft Foundry. After June 30, 2026, to earn this Certification, you’ll need to pass Exam AI-901: Azure AI Fundamentals, currently in beta. The Microsoft Certified: Azure AI Fundamentals Certification is designed for people who are beginning their journey in AI solution development, and it validates that you can apply responsible AI principles in real‑world scenarios. It also provides a strong foundation for pursuing more advanced role‑based Certifications in Azure AI and machine learning. Is this the right Certification for you? The Microsoft Certified: Azure AI Fundamentals Certification focuses on the practical skills needed to build modern AI apps and agents by using Foundry. By preparing to earn the Certification, you build practical, job‑relevant skills. Exam AI-901 validates your ability to: Describe AI concepts and capabilities, including principles of responsible AI, along with AI workloads, model components, and configurations. Implement AI solutions with Foundry, including generative AI apps and agents, in addition to AI solutions for text and speech, computer vision and image-generation capabilities, and information extraction. As a candidate for this Certification, you should have conceptual knowledge of AI solutions in Azure and the foundational technical skills to work with them. You also need knowledge of Python coding syntax and programming techniques, and you should be familiar with provisioning Azure resources. With its expanded focus, Exam AI-901 replaces Exam AI-900, which is being retired on June 30, 2026. The new exam addresses: Generative AI and agents, with updated coverage of the Foundry portal, tools, and models. AI workloads, responsible AI principles, and solution patterns. Simple approaches to implementing AI solutions using Foundry. Area Exam AI‑900 (old) Exam AI‑901 (new) Audience Nontechnical or technical beginners Technical beginners planning to build AI solutions Skills tested Understanding AI and machine learning concepts; identifying when to use Azure AI services Understanding AI concepts; implementing AI solutions with Microsoft Foundry Required coding knowledge None Basic Python syntax and programming concepts Knowledge level Introductory, conceptual understanding of Azure AI services (classic approach) Foundational understanding of Azure resources, plus implementation with Foundry, provisioning Azure resources, and modern AI development tooling Focus What is AI? How do I build an AI app by using Foundry? NOTE: We’re not retiring the Azure AI Fundamentals Certification; we’re refreshing the requirements to earn it, with a new exam that better reflects modern AI solution development skills. If you already hold this Certification, no action is required; however, you may take the new Exam AI-901 if you would like to showcase your ability with a wider skill set. For more details on the retirement of Exam AI-900 and the latest cloud and AI Certification updates, read our recent blog post, The AI job boom is here. Are you ready to showcase your skills? Ready to prove your Azure AI skills? Take advantage of the discounted beta exam offer. The first 300 people who take Exam AI-901 (beta) on or before May 6, 2026, can get 80% off. To receive the discount, when you register for the exam and are prompted for payment, use code AI901Medford. This is not a private access code. The seats are offered on a first-come, first-served basis. As noted, you must take the exam on or before May 6, 2026. Please note that this discount is not available in Turkey, Pakistan, India, or China. How to prepare Get ready to take Exam AI-901 (beta): Review the Exam AI-901 (beta) exam page for details. The Exam AI-901 study guide explores key topics covered in the exam. Work through the self-paced Course AI-901: Introduction to AI in Azure. Connect with Microsoft Training Services Partners in your area for in-person offerings. Need other preparation ideas? Check out Just How Does One Prepare for Beta Exams? Ready to get started? You can take Certification exams online, from your home or office. Get the details in Online proctored exams: What to expect and how to prepare. Remember, only the first 300 candidates can get 80% off Exam AI-901 (beta) with code AI901Medford on or before May 6, 2026. Beta exam rescoring begins when the exam goes live, with final results released approximately 10 days later. For more details, read Creating high-quality exams: The path from beta to live. Stay tuned for general availability of this Certification in June 2026. Additional information For more cloud and AI Certification updates, read our recent blog post, The AI job boom is here. Are you ready to showcase your skills? Follow our credentials news on The Skills Hub blog as we roll out additional new Certifications in April, May, and June 2026. Join our Microsoft Worldwide Learning SME Group for Credentials on LinkedIn for beta exam alerts and opportunities to help shape future Microsoft learning and assessments. Explore Microsoft Credentials on AI Skills Navigator.The AI job boom is here. Are you ready to showcase your skills?
AI isn’t just changing jobs descriptions, it’s redefining how work gets done across every industry, role, and skill level. From marketing to manufacturing, AI is reshaping workflows, speeding up decisions, and opening entirely new career paths. And the impact is massive. According to the World Economic Forum The Future of Jobs Report 2025, advances in AI and tech could create 78 million new jobs by 2030. “We’re in the middle of a once‑in‑a‑generation shift in how work gets done,” says Elisa Graceffo, General Manager of Global Skilling at Microsoft. “For over 30 years, Microsoft Certifications have set the benchmark for skills validation. We’re evolving them as fast as roles are changing so you can prove your skills for the future of work.” To keep pace with this shift, we’re launching a new wave of Certifications designed for AI‑powered roles, from entry level to advanced, from developers and data pros to business professionals. These new Certifications reflect the major industry drivers shaping today’s workplace, including the rise of generative AI and autonomous agents and the emergence of integrated cloud and AI systems. They also highlight how business professionals are evolving into orchestrators of AI‑powered workflows and innovation. And because AI is ultimately a force that amplifies human capability, these Certifications can help ensure that your skills stay relevant, practical, and aligned with the real‑world work of 2026 and beyond. What’s new in cloud, AI, and security Certifications The new Certification exams roll out in beta beginning this month, with additional releases following over the next few months and are expected to go live later this year. The Microsoft Certified: Machine Learning Operations (MLOps) Engineer Associate Certification is ideal for professionals who deploy, operationalize, and maintain machine learning and generative AI solutions in production to automate, govern, deploy, monitor, and optimize performance. Exam AI-300 beta and training available in March 2026; exam expected to go live in May 2026. The Microsoft Certified: Azure Databricks Data Engineer Associate Certification covers designing and implementing scalable, secure data pipelines by using Azure Databricks. It’s intended for data professionals who want to build real-time analytics and AI-ready data foundations in the cloud. Exam DP-750 beta and training available in March 2026; exam expected to go live in May 2026. The Microsoft Certified: SQL AI Developer Associate Certification validates your ability to integrate AI into modern database solutions with governance and DevOps practices. It’s designed for developers who want to build intelligent, AI-augmented database applications. Exam DP-800 beta and training available in March 2026; exam expected to go live in May 2026. The Microsoft Certified: Azure AI Fundamentals Certification explores how you can build modern AI apps and agents by using Microsoft Foundry. It’s ideal for beginners who want to build AI applications on Microsoft platforms. Exam AI-901 beta available in April 2026; training expected to be available in March 2026; exam expected to go live in June 2026. The Microsoft Certified: Azure AI Apps and Agents Developer Associate Certification aligns with today’s generative and agentic architectures for planning and managing AI resources in Microsoft Foundry, building generative apps and multistep reasoning workflows, and developing production‑ready agents with multi‑agent orchestration capabilities. Exam AI-103 beta available in April 2026; training expected to be available in March 2026; exam expected to go live in June 2026. The Microsoft Certified: Cybersecurity Business Professional Certification validates your ability to recognize security risks, apply secure practices, and make informed business decisions that reduce organizational exposure while enabling productivity and AI adoption. Exam SC-730 beta available in April 2026; training expected to be available in May 2026; exam expected to go live in July 2026. The Microsoft Certified: Azure AI Cloud Developer Associate Certification is designed for developers who want to validate their ability to build, integrate, and monitor AI solutions on Azure by using containerized compute, vector-enabled databases, event-driven AI pipelines, serverless functions, secret management, and distributed observability. Exam AI-200 beta and training expected to be available in April 2026; exam expected to go live in July 2026. The Microsoft Certified: Cloud and AI Security Engineer Associate Certification expands the security role to include cloud and AI model protection. Prove that you can design and implement secure environments for building and running AI solutions by using current security patterns and controls in enterprise deployments. Exam SC-500 beta available in May 2026; training and exam expected to be available in July 2026. The Microsoft Certified: Windows Server Hybrid Administrator Certification combines previous hybrid infrastructure tracks to validate skills across Azure and on-premises environments. Exam AZ-802 beta available in June 2026; training and exam expected to be available in August 2026. Retiring Certifications: What you need to know As we introduce new Certifications aligned to evolving AI roles, we’re also retiring several existing ones. The following table itemizes what’s changing and provides key dates for Certification and training retirements in 2026. If your Certification is eligible for renewal, please renew it before the retirement date. Retiring Microsoft Certification Certification retirement date Training retirement date* Replacement Certification Azure Data Scientist Associate (Exam DP-100) June 1, 2026 April 2026 Machine Learning Operations (MLOps) Engineer Associate (Exam AI-300) Azure AI Fundamentals (Exam AI-900) June 30, 2026 April 2026 Azure AI Fundamentals (Exam AI-901) Azure AI Engineer Associate (Exam AI-102) June 30, 2026 April 2026 Azure AI Apps and Agents Developer Associate (Exam AI-103) Azure Developer Associate (Exam AZ-204) July 31, 2026 May 2026 Azure AI Cloud Developer Associate (Exam AI-200) Azure Security Engineer Associate (Exam AZ-500) August 31, 2026 August 2026 Cloud and AI Security Engineer Associate (Exam SC-500) Windows Server Hybrid Administrator (Exam AZ-800 and Exam AZ-801) September 2026* September 2026 Windows Server Hybrid Administrator (Exam AZ-802) * Planned dates Navigating the transition: FAQs The following questions and answers can help you determine how these retirements and expanded portfolio could impact your learning journey: Q. I’ve already earned one of the retiring Certifications. What happens now? A. If you’ve already earned any of the retiring Certifications, your credential remains valid and, on your transcript, until it expires. Retirement does not revoke or invalidate Certifications that were earned. Q. Can I still renew a soon-to-retire Certification? A. Yes, as long as it’s eligible for renewal and you renew it before the Certification officially retires. Fundamentals Certifications don’t expire. Q. I’m preparing for an exam that’s retiring. What should I do? If you’re actively preparing for an exam that’s retiring: If you’ve already registered for the exam, you may continue preparing for it and take it while it’s still available. Keep in mind that after the exam retires, you won’t be able to retake it if you don’t pass, and you won’t be able to renew it. If you haven’t registered for the exam, we strongly recommend that you prepare for and take the new exam instead, as noted in the following table. If you’re not close to testing for this exam Prepare for and take this exam instead Learning path and instructor-led training expected to be available in Exam DP-100 Exam AI-300 March 2026 Exam AI-900 Exam AI-901 March 2026 Exam AI-102 Exam AI-103 March 2026 Exam AZ-204 Exam AI-200 April 2026 Exam AZ-500 Exam SC-500 July 2026 Exam AZ-800 and Exam AZ-801 Exam AZ-802 August 2026 Take the next step: Build your AI-ready skill set Technology is changing fast, and AI is accelerating that change. Our Certifications are built to help you and your organization stay ahead with job‑ready skills. Earning one isn’t just a milestone, it’s a signal that you’re ready to grow with the future of work. We’ll share updates for each new Certification, including beta exams and go live dates, on The Skills Hub Blog. Stay tuned for an announcement of new Certifications focused on AI business solutions in the coming month. Explore more Microsoft Credentials on AI Skills Navigator.
Microsoft Credentials roundup: February 2026 edition
February 2026 brings major updates to Microsoft Credentials—four new Microsoft Certifications and six new Microsoft Applied Skills now generally available (GA). Designed to help you keep your skills current in today’s AI-powered workplace, they demonstrate the AI abilities that employers need in not only technical but also business roles. In this roundup, we cover what’s new, what’s changing, and what’s coming up. What’s new: Certifications We’ve introduced four new AI Certifications—all available now—that verify skills for technical and non-technical professionals. These credentials certify your ability to use AI in real-world roles, helping to ensure that you can drive innovation and productivity with this technology. Whether you’re an IT administrator, solution architect, business user, or organizational leader, there’s a new Certification to help boost your career growth. For technical professionals (IT pros, developers, architects) The Microsoft 365 Certified: Copilot and Agent Administration Fundamentals Certification (Exam AB-900) proves that you can configure, secure, and support AI-powered Microsoft 365 environments. This entry-level Certification validates your ability to manage and protect Microsoft 365 Copilot and agent services. The Microsoft Certified: Agentic AI Business Solutions Architect Certification (Exam AB-100) demonstrates your expertise in designing and leading AI-first enterprise architectures. This expert-level Certification shows that you can orchestrate multi-agent AI solutions and integrate Copilot, Foundry Tools, and Dynamics 365 to drive business transformation. For business professionals (managers, analysts, decision-makers) The Microsoft Certified: AI Business Professional Certification (Exam AB-730) validates that you can use generative AI and Copilot to streamline business workflows and improve outcomes without coding. The Microsoft Certified: AI Transformation Leader Certification (Exam AB-731) verifies that you can define the business value of AI, integrate AI solutions by using Copilot, Foundry Tools, and other tools, and drive company-wide AI adoption for transformative impact. Each Certification page on Microsoft Learn offers resources for self-paced and instructor-led training, study guides, and exam prep to help set you up for success. What’s new: Applied Skills Applied Skills are another powerful option for showcasing your expertise. These short, practical assessments let you demonstrate specific real-world skills in an interactive lab environment. They’re now even more relevant to AI-powered roles, since they help prepare you to earn role-based Certifications. We’ve expanded the portfolio with new AI scenarios across technical and business roles, and the new credentials are even faster to earn, most of their lab-based assessments lets you prove specific skills in just 45 minutes. For technical roles (developers, engineers, IT pros) Microsoft Applied Skills: Build a generative AI chat app. Demonstrate that you can create an interactive chat application using generative AI (with tools like Microsoft Foundry) and integrate large language models into real-world apps for better customer or employee experiences. Microsoft Applied Skills: Create an AI agent. Validate your skill in building and configuring agents (for example, in the Copilot ecosystem) and in orchestrating agents to automate tasks and drive business impact. Microsoft Applied Skills: Enhance agents with autonomous capabilities. Prove that you can design and deploy self-governing agents by using Microsoft Copilot Studio, enabling them to perform complex sequences of actions with minimal human intervention and empowering scalable, adaptive solutions. Microsoft Applied Skills: Secure AI solutions in the cloud. Show that you know how to safeguard AI applications in Azure and can implement security and compliance for AI workloads (for example, by using Foundry and Microsoft Defender for Cloud). For business roles Microsoft Applied Skills: Generate reports with AI research agents. Prove that you can use Researcher in Copilot to quickly gather information and produce data-driven reports and insights for smarter business decisions. Microsoft Applied Skills: Streamline business workflows with AI chat. Showcase your ability to use Copilot automation in daily work and to employ AI chat to manage meetings, draft content, and coordinate teamwork more efficiently, improving productivity. Retiring older credentials To keep things current, we’ve retired a few Certifications and Applied Skills. If you’ve already earned these, they’ll remain on the transcript in your Microsoft Learn profile. The following Certifications retired on December 31, 2025: Microsoft Certified: Dynamics 365 Fundamentals (CRM) (Exam MB-910) Microsoft Certified: Dynamics 365 Fundamentals (ERP) (Exam MB-920) The following Applied Skills retired on January 30, 2026: Microsoft Applied Skills: Build an Azure AI Vision solution Microsoft Applied Skills: Deploy and manage Azure Arc–enabled servers Microsoft Applied Skills: Develop an ASP.NET Core web app that consumes an API Microsoft Applied Skills: Implement a data science and machine learning solution with Microsoft Fabric Microsoft Applied Skills: Implement a Lakehouse in Microsoft Fabric Looking ahead These updates are just the beginning. We continuously evolve our credentials portfolio to align with the skills needed for AI-driven jobs, and a new wave of AI-focused Certification updates is scheduled for March 2026 and beyond. Expect even more opportunities to learn and to earn credentials in AI and cloud technologies. We look forward to carrying this momentum forward and to supporting you on your learning journey.Microsoft Power Platform Fundamentals Blueprint Survey Opportunity
Greetings! Microsoft is updating a credential for Microsoft Power Platform Fundamentals, and we need your input through our exam blueprinting survey. The blueprint determines how many questions each skill in the exam will be assigned. Please complete the online survey by April 23, 2026. Please also feel free to forward the survey to any colleagues you consider subject matter experts for this certification. You may send this to people external to Microsoft as well. If you have any questions, feel free to contact John Sowles at josowles@microsoft.com or Don Tanedo at dtanedo@microsoft.com. Microsoft Power Platform Fundamentals blueprint survey link: https://microsoftlearning.co1.qualtrics.com/jfe/form/SV_0HhsR39KQNuU2PQPlease clarify the numbering system in Microsoft exams
I am trying to make sense of exam numbers in Microsoft Certification poster. https://arch-center.azureedge.net/Credentials/Certification-Poster_en-us.pdf. For example I notice most azure exam numbers start with 1xx. That gives me the impression that 1xx could be related to Infrastructure. But I am not sure if that is the correct understanding. For example all fundamental exams are numbered 9xx. So are exams numbered differently in role based certifications? What is the numbering pattern and practice in role based certifications? Again one might assume that all architect exams may have the same number pattern but they don’t. Some patterns emerge when it comes to Windows certification - 8xx. Collaboration and communication - 7xx except MB 700. So it appears even under role based certifications the numbering pattern may be different depending on the technology or platform or product. I have not found any authoritative material on the internet form anyone in Microsoft or an MVP on this topic. Some clarification on this topic will help to put at rest years of curiosity and confusion in the community. Thank you.Managing business solutions with Microsoft Dynamics 365 Business Central blueprint opportunity
Greetings! Microsoft is updating the certification for Managing business solutions with Microsoft Dynamics 365 Business Central, and we need your input through our exam blueprinting survey. The blueprint determines how many questions each skill in the exam will be assigned. Please complete the online survey by April 13, 2026. Please also feel free to forward the survey to any colleagues you consider subject matter experts for this certification. You may send this to people external to Microsoft as well. If you have any questions, feel free to contact John Sowles at josowles@microsoft.com or Don Tanedo at dtanedo@microsoft.com. Managing business solutions with Microsoft Dynamics 365 Business Central blueprint survey link: https://microsoftlearning.co1.qualtrics.com/jfe/form/SV_5jQ6uQcXxNMrnLgAI-Enhanced Contact Center Solutions Engineer Blueprint Survey Opportunity
Greetings! Microsoft is considering a credential for AI-Enhanced Contact Center Solutions Engineer, and we need your input through our exam blueprinting survey. The blueprint determines how many questions each skill in the exam will be assigned. Please complete the online survey by March 26, 2026. Please also feel free to forward the survey to any colleagues you consider subject matter experts for this certification. You may send this to people external to Microsoft as well. If you have any questions, feel free to contact John Sowles at josowles@microsoft.com or Don Tanedo at dtanedo@microsoft.com. AI-Enhanced Contact Center Solutions Engineer blueprint survey link: https://microsoftlearning.co1.qualtrics.com/jfe/form/SV_5vSBzYkpE9FYpts
PL‑300 Exam Revoked After Official Break — Urgent Escalation | TrackingID#2603050050003216
Hello, I first contacted OnVUE, and they immediately revoked my PL‑300 exam. Microsoft later confirmed the revocation for this reason: “unauthorized interruption (unscheduled break) and leaving the exam environment.” However, I used an official Microsoft‑authorized unscheduled break by clicking “Take a Break”, exactly as documented for the PL‑300 exam. I still had 40 minutes remaining and 6 case‑study questions left. It is 2026, yet there is still a major contradiction between: Microsoft’s rules (which allow official breaks), and OnPersonVUE’s enforcement (which treats them as violations). Which rules should candidates follow? Also, on Liberty Munson’s official announcement: https://techcommunity.microsoft.com/blog/skills-hub-blog/unscheduled-breaks-now-available-in-most-exams-without-requesting-in-advance/3287005 several candidates reported the exact same issue, and Microsoft granted them a free retake. Why not me? I request: review by a higher‑level Microsoft Certification authority; confirmation whether Liberty Munson’s guidelines are still valid; and, if so, the free retake I am entitled to under Microsoft policy. Please act quickly — my career depends on this certification. MC TrackingID#2603050050003216 candidate id: MS1101060667 registration id: 528982313
