If you work in the Microsoft ecosystem, whether you are a developer, architect, data engineer, or consultant, there is a big update you need to be aware of. Microsoft just announced a new wave of certifications designed for AI-powered roles. At the same time, several well-known certifications are being retired. This post breaks down everything, so you know exactly where you stand and what to do next.
“But Why?” You may ask
AI is reshaping roles faster than certification programs have traditionally moved. Microsoft is responding by retiring older exams and launching new ones that match how work actually gets done in 2026: generative AI, autonomous agents, cloud-native security, and integrated AI solutions.
As Elisa Graceffo, General Manager of Global Skilling at Microsoft, put it: “We’re evolving them as fast as roles are changing so you can prove your skills for the future of work.”
This is not just a branding refresh. The new exams cover genuinely new skill sets and architectures that were not well represented in the outgoing certs.
The New Certifications
Beta exams began rolling out in March 2026, with more following through the middle of the year. Here is a full summary.
AI-300: Microsoft Certified: Machine Learning Operations (MLOps) Engineer Associate
Beta: March 2026 | Go Live: May 2026
This one is for professionals who deploy, operationalize, and maintain machine learning and generative AI solutions in production. If your day involves automating model governance, monitoring drift, and managing production pipelines, this is your cert.
DP-750: Microsoft Certified: Azure Databricks Data Engineer Associate
Beta: March 2026 | Go Live: May 2026
Covers designing and implementing scalable, secure data pipelines using Azure Databricks. Aimed at data professionals building real-time analytics and AI-ready data foundations in the cloud.
DP-800: Microsoft Certified: SQL AI Developer Associate
Beta: March 2026 | Go Live: May 2026
This cert validates your ability to integrate AI into modern database solutions with governance and DevOps practices. It is designed for developers building intelligent, AI-augmented database applications.
AI-901: Microsoft Certified: Azure AI Fundamentals (Refreshed)
Beta: April 2026 | Go Live: June 2026
The refreshed fundamentals cert explores how to build modern AI apps and agents using Microsoft Foundry. Ideal for people just getting started with AI development on Microsoft platforms.
AI-103: Microsoft Certified: Azure AI App and Agent Developer Associate
Beta: April 2026 | Go Live: June 2026
This cert aligns with today’s generative and agentic architectures. It covers planning and managing AI resources in Microsoft Foundry, building generative apps, multistep reasoning workflows, and developing production-ready agents with multi-agent orchestration capabilities.
SC-730: Microsoft Certified: Cybersecurity Business Professional
Beta: April 2026 | Go Live: July 2026
This is a business-level security cert. It validates your ability to recognize security risks, apply secure practices, and make informed decisions that reduce organizational exposure while enabling productivity and AI adoption. It is not just for engineers; it is for anyone making decisions that touch security.
AI-200: Microsoft Certified: Azure AI Cloud Developer Associate
Beta: April 2026 | Go Live: July 2026
Designed for developers who build, integrate, and monitor AI solutions on Azure. Topics include containerized compute, vector-enabled databases, event-driven AI pipelines, serverless functions, secret management, and distributed observability.
SC-500: Microsoft Certified: Cloud and AI Security Engineer Associate
Beta: May 2026 | Go Live: July 2026
This one expands the security engineering role to include cloud and AI model protection. It covers designing and implementing secure environments for building and running AI solutions using current security patterns and controls in enterprise deployments.
AZ-802: Microsoft Certified: Windows Server Hybrid Administrator
Beta: June 2026 | Go Live: August 2026
This cert combines previous hybrid infrastructure tracks to validate skills across Azure and on-premises environments. If you manage hybrid server infrastructure, this is the updated path.
What Is Being Retired
Several well-known certifications are going away in 2026. Here is the full picture.
| Retiring Certification | Exam | Retirement Date | Replacement |
|---|---|---|---|
| Azure Data Scientist Associate | DP-100 | June 1, 2026 | MLOps Engineer Associate (AI-300) |
| Azure AI Fundamentals | AI-900 | June 30, 2026 | Azure AI Fundamentals (AI-901) |
| Azure AI Engineer Associate | AI-102 | June 30, 2026 | Azure AI App and Agent Developer Associate (AI-103) |
| Azure Developer Associate | AZ-204 | July 31, 2026 | Azure AI Cloud Developer Associate (AI-200) |
| Azure Security Engineer Associate | AZ-500 | August 31, 2026 | Cloud and AI Security Engineer Associate (SC-500) |
| Windows Server Hybrid Administrator | AZ-800 / AZ-801 | September 2026 | Windows Server Hybrid Administrator (AZ-802) |
Important: A retirement does not revoke or invalidate a certification you already hold. Your credential stays valid on your transcript until it naturally expires. You can also still renew an eligible cert as long as you do it before the retirement date.
What Should You Do?
Let’s say you are a Dynamics 365 / Power Platform developer who also holds the Azure Developer Associate (AZ-204). That cert retires July 31, 2026.
Here is how to think about it:
If you already passed AZ-204: Your cert is valid. Renew it before July 31, 2026 if you want to keep it active. After that date, renewal is no longer possible.
If you are currently studying for AZ-204: This depends on how close you are to being ready.
- Already registered for the exam? Go ahead and take it while it is still available. Just know you cannot retake it after retirement and cannot renew it either.
- Not yet registered? Switch now to AI-200 (Azure AI Cloud Developer Associate). Training is expected in April 2026 and the exam goes live in July 2026.
If you hold AI-102 (Azure AI Engineer Associate): Same story. The replacement is AI-103. Training is available in March 2026 and the exam goes live in June 2026. This is a meaningful update since AI-103 covers agentic architectures that AI-102 simply did not include.
The general rule: if you are early in your preparation, pivot to the new exam. If you are close to the finish line, push through and take the old one while it is available.
Common Questions
Q. I already earned one of the retiring certs. Is it going away?
No. Your certification stays on your transcript and remains valid until it expires normally. Retirement only means you cannot take or retake the exam after the retirement date.
Q. Can I still renew a cert that is about to retire?
Yes, as long as it is eligible for renewal and you renew it before the official retirement date. Fundamentals certifications do not expire, so retirement of AI-900 means a clean transition to AI-901.
Q. I am halfway through studying for an exam that is retiring. What should I do?
If you have already registered for the exam, finish your prep and take it. If you have not registered yet, switch to the replacement exam now. The transition table above shows exactly which new exam maps to which retiring one.
Final Thoughts
This is a significant refresh of the Microsoft certification portfolio. The new exams reflect a genuine shift toward AI workloads, agentic development, and cloud-native security that is already happening in real projects.
If you are active in the Dynamics 365 or Power Platform space, the certs most relevant to watch are:
- AI-103 if you work with AI apps and agents on Microsoft platforms
- AI-200 if you build and integrate Azure-hosted solutions
- SC-730 if you advise clients or lead teams on security decisions
- SC-500 if you are a security engineer moving into cloud and AI environments
The Microsoft AI Skills Navigator is a great place to explore all available credentials and find the right path for your role:
https://aiskillsnavigator.microsoft.com/credentials/
Stay up to date with new announcements on the Microsoft Skills Hub Blog. Microsoft has also indicated more certifications focused on AI business solutions are coming in the near future.
Crm Minds 
Leave a comment