Microsoft’s 2026 AI Certification Reset: Which New Exam Should You Actually Take?

Microsoft spent the first half of 2026 quietly retiring more certifications than at any point since it moved to role based credentials back in 2019. Twelve exams are going away between June and September, and if you scroll through certification forums right now, most of the discussion is still stuck on the retirement announcement itself. That part is old news at this point.

The question worth answering is different: of the seven new exams Microsoft built to replace what’s leaving, which Microsoft AI certification actually matches the job you have or the job you want? Each of these exams tests something genuinely different from what it replaced, not just a renamed version of the old blueprint, and picking the wrong one wastes a $165 exam fee and a study cycle you don’t get back.

Why Microsoft Rebuilt Its Own Certification Map This Year

Microsoft’s official credential retirement policy has always allowed exams to sunset on a rolling basis, but 2026 is different in scale. According to Microsoft’s own credential retirement guidance, a dozen role based certifications are retiring this year, spanning Azure data science, AI engineering, developer, security, and several Power Platform and Dynamics 365 tracks. The stated reason is that the underlying roles themselves changed. Data scientists are now expected to operationalize models with CI/CD pipelines and drift monitoring, not just build them. Security engineers are expected to defend AI workloads, not only traditional infrastructure. The old exam blueprints simply stopped matching what people in those jobs do day to day.

A few practical details matter more than the retirement announcement itself:

• There is no automatic migration from an old certification to its replacement. You have to study for and sit the new exam like anyone else starting fresh.
• Microsoft is not offering a free upgrade voucher or discount for holders of the retiring credential, according to the same official guidance.
• A retired certification stays on your Microsoft Learn transcript permanently and remains verifiable by employers, but you can no longer renew it once the retirement date passes.
• Some of the new exams are still in beta as of this writing, which typically means a slightly lower price and a longer score reporting window until they go fully live.

Microsoft also wasn’t shy about the scope of this refresh. The official June 2026 credentials roundup on Microsoft’s Tech Community blog counted 17 new certifications and exams released across AI, data, security, development, and business applications in a single wave. Not all of them map directly to a retiring exam. The seven below are the ones that do, and they’re also the ones currently stocked in PracticeTestSoftware’s Microsoft catalog.

The Seven Certifications Now Standing In for What Retired

Treat this as a lineup, not a checklist. Most people only need one of these, and the right one depends entirely on which retiring exam maps to your actual role.

AI-901: The New Baseline for Azure AI Fundamentals

AI-901 replaces AI-900 as Microsoft’s entry point into Azure AI, effective June 30, 2026. This is technically an exam only retirement rather than a full certification retirement, meaning the Azure AI Fundamentals credential itself continues, just with a refreshed 45 minute exam behind it. Expect heavier coverage of generative AI concepts, responsible AI guardrails, and Copilot style assistants than the original AI-900 blueprint ever included. At roughly $99, it’s the cheapest entry on this list and the right starting point if you’ve never taken a Microsoft AI exam before.

AI-103: What Actually Replaces the AI-102 Engineer Associate

AZ AI Engineer Associate (AI-102) retires June 30, 2026, and AI-103, Azure AI Apps and Agent Developer Associate, is the named successor. The beta version of AI-103 opened for booking on April 21, 2026 before going generally available. If you’ve already worked through PracticeTestSoftware’s AI-102 exam guide, know that AI-103 keeps the core Azure AI Services skill set but shifts heavily toward building and orchestrating AI agents rather than single-purpose AI features bolted onto an app. That’s not a cosmetic rename. Agent orchestration, tool calling, and grounding responses against enterprise data are now first class exam objectives. You can review the current AI-103 practice materials to see how the objective breakdown compares to the old exam.

AI-300: Machine Learning Operations Engineer Takes Over From DP-100

Azure Data Scientist Associate (DP-100) is the earliest of this year’s retirements, going away June 1, 2026. Its replacement, AI-300, Machine Learning Operations Engineer Associate, is a genuinely broader exam rather than a like for like swap. Where DP-100 focused on designing and training models inside Azure Machine Learning, AI-300 adds infrastructure as code for ML pipelines, automated CI/CD deployment, model drift detection, observability, and cost governance across the ML lifecycle. In practice this means the new exam tests skills closer to an MLOps engineer’s actual job than a data scientist’s, which is a meaningful signal if your title is shifting in that direction anyway.

SC-500: Cloud and AI Security Engineer Steps In for AZ-500

Azure Security Engineer Associate (AZ-500) retires August 31, 2026, and its replacement is SC-500, Implementing End-to-End Security Controls for Cloud and AI Workloads. The name change isn’t just marketing. AI workload security, meaning access controls, data protection, and threat detection specifically around AI agents and Copilot deployments, is now baked into the objective domains rather than treated as an afterthought. If you’re already SC-900 or SC-100 certified, the jump to SC-500 will feel like a natural continuation; PracticeTestSoftware’s SC-900 fundamentals guide and SC-100 architect roadmap both cover ground SC-500 builds directly on top of. You can check the current SC-500 practice test breakdown for the full objective list.

AZ-802: One Exam Instead of Two for Windows Server Hybrid Admins

This is the one structural win in an otherwise cost neutral refresh. AZ-800 and AZ-801, the two exam combo required for Windows Server Hybrid Administrator Associate, retire in September 2026 and get replaced by a single exam, AZ-802, Administering Windows Server. Sitting two separate $165 exams used to push the total cost of this certification past $300 in North America before you even accounted for a failed attempt or two. Consolidating into one exam cuts that baseline cost roughly in half, though it does mean covering hybrid identity, storage, networking, and disaster recovery all in a single 120 minute sitting instead of splitting the load across two.

AB-100: Agentic AI Business Solutions Architect Absorbs Three Retiring Architect Tracks

This one is worth paying attention to if you hold, or were working toward, any of three separate retiring credentials: Power Platform Solution Architect (PL-600), Dynamics 365 Finance and Operations Solutions Architect Expert (MB-700), or Dynamics 365 Field Service Consultant (MB-240). All three retire by June 30, 2026, and Microsoft’s guidance points toward a single new exam, AB-100, Agentic AI Business Solutions Architect, as the recommended path forward for all of them. Rather than maintaining three narrow architect level exams, Microsoft consolidated the underlying skill set into one broader credential built around designing agentic AI solutions across the Power Platform and Dynamics 365 ecosystem. If your background spans more than one of those three retiring tracks, this consolidation actually works in your favor since you’d only need to prepare for one exam going forward instead of keeping multiple narrow certifications current.

AB-210: AI-Driven Selling Replaces the Old Customer Experience Analyst Track

Dynamics 365 Customer Experience Analyst (MB-280) retires July 31, 2026, with AB-210 as its named successor. Don’t let the generic sounding name fool you; the actual exam focuses specifically on using AI to accelerate sales pipelines inside Dynamics 365, including Copilot powered lead scoring, forecasting assistance, and automated pipeline health monitoring. It’s a narrower, more sales operations focused exam than the analyst credential it replaces, which makes sense given how much of the Dynamics 365 Sales workflow now runs through Copilot rather than manual dashboard review.

Matching the Right Exam to Your Actual Job

The fastest way to pick correctly is to start from what you already do, not from what sounds impressive on a resume. A few starting points:

1. If you’re new to Azure AI entirely and have no prior certification, start with AI-901. It’s the cheapest and the least likely to waste your time on prerequisites you don’t have yet.
2. If you build AI features or agents inside applications, or you held AI-102, AI-103 is the direct continuation of that work.
3. If your job title includes “data scientist” but your actual day to day work involves deploying and monitoring models rather than just training them, AI-300 will match your real responsibilities better than DP-100 ever did.
4. If you’re responsible for securing AI deployments, Copilot rollouts, or cloud workloads broadly, SC-500 is the current answer, especially if you already hold SC-900 or SC-100.
5. If you administer on-premises or hybrid Windows Server environments, AZ-802 is a straightforward, cost-saving consolidation of AZ-800 and AZ-801.
6. If your background touches Power Platform architecture or Dynamics 365 solution design, AB-100 is worth pursuing even if only one of the three retiring credentials it replaces applied to you directly.
7. If you work in Dynamics 365 Sales specifically, AB-210 is the narrower, more current option compared to the retiring analyst track.

For a side by side view, here’s how the seven line up against what they replace:

What Happens to the Certification You Already Hold

If you’re currently certified on one of the retiring exams, nothing changes for you immediately, and there’s no reason to panic-book a replacement exam this week. A few specifics worth knowing:

• Your existing certification stays on your Microsoft Learn transcript permanently and remains verifiable by anyone checking your credentials, even years after the exam retires.
• You can keep renewing an active certification right up until its exam’s retirement date. After that date passes, renewal is no longer possible through that exam.
• Job postings that still list the old certification by name (AI-102, DP-100, AZ-500, and so on) will likely keep doing so for a while out of habit, even after the underlying exam is gone. Recruiters are often slower to update requirement lists than Microsoft is to update exams.
• Retirement dates run from June through September 2026 depending on the specific exam, so check the exact date for your certification rather than assuming they all retire at once.

What These Exams Cost and What They’re Actually Worth

Pricing has mostly stayed flat. Associate level exams are priced around $165 in the United States, and the AI-901 fundamentals exam runs about $99. The one real cost change is AZ-802, which folds two separate $165 exams into a single sitting and meaningfully lowers the total price of the Windows Server Hybrid Administrator credential. Exact seat pricing can shift by region, so it’s worth double checking current fees on Pearson VUE’s Microsoft exam updates page before you book.

On the earnings side, the numbers are worth knowing before you commit study time. According to ZipRecruiter’s national salary data, the average Azure AI Engineer role in the United States paid $111,552 a year as of August 2026. Broken down further:

• 25th percentile postings: around $90,000 a year
• National average: $111,552 a year
• 75th percentile postings: around $129,500 a year
• Top-earning roles (90th percentile): $145,000 or more a year

That’s a meaningfully different number than what a generic cloud administration role pulls, and it’s a big part of why Microsoft is pushing certification holders toward AI-focused exams rather than letting the older, narrower tracks stand.

PracticeTestSoftware is an independent certification prep provider and is not affiliated with, endorsed by, or sponsored by Microsoft. Exam codes, retirement dates, and pricing change on Microsoft’s own schedule, so confirm current details on Microsoft’s official certification pages before you book a seat.

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