Microsoft AI Applied Skills Are Retiring: The Certification Path to Take Instead (2026)

Last Updated: July 2026

TL;DR: Microsoft has retired nine AI-related Applied Skills credentials since January 2026, with one more due on 8 July 2026. Applied Skills were never meant to replace full certifications, and none of Examinotion's six Microsoft AI certification exams appear on Microsoft's retirement schedule, making them the more durable choice for candidates who want a credential that lasts [1] [2].

If you spent an afternoon earning a Microsoft Applied Skills badge in the last year or two, there is a reasonable chance it has already retired, or is about to. Nine AI and machine learning related Applied Skills credentials have been pulled from Microsoft's catalogue between January and July 2026, and a tenth, Create agents in Microsoft Copilot Studio, is scheduled to follow on 8 July 2026 [1]. For anyone building a Microsoft AI skill set, this raises an obvious question: if these free, scenario-based badges keep disappearing, which credentials actually stick around?

What Are Microsoft Applied Skills, and Why Do They Keep Retiring?

Applied Skills are short, scenario-based assessments that test one specific, product-level task rather than a whole job role. Microsoft's own FAQ is explicit that they were never designed to replace certifications: "Applied Skills credentials are not replacing Certifications. We are expanding our credentialing portfolio to better meet the needs of our learners and customers by allowing people to validate very specific skills sets with this new offering" [2].

The scope difference is the key distinction. Microsoft states that "Certifications are role based and evaluate a wider range of skills needed to be successful in critical roles... Applied Skills credentials are scenario based and evaluate a narrower skill set that is specific to a critical business problem or challenge" [2]. In practical terms, a Certification such as AB-730 (AI Business Professional) or AI-103 (Azure AI Apps and Agents Developer Associate) typically validates four to six skill areas tied to a job role, while a single Applied Skills badge validates one product-specific task, such as building an AI agent in a particular tool.

That narrow scope is exactly why Applied Skills retire so often. Microsoft has stated plainly that its credentialing portfolio is reviewed on an ongoing basis: "Technology changes faster every year. To keep our credentialing program relevant, we continually review our Applied Skills scenarios and Certifications to ensure they reflect the latest skills and Microsoft technologies and retire those that are no longer relevant" [1]. Because each Applied Skills badge is tied tightly to one product feature or workflow, it becomes obsolete the moment Microsoft ships a significant update to that feature, which happens far more often in AI tooling than in a broad certification's job-role skill outline.

The Full List: AI Applied Skills Retired or Retiring in 2026

Nine AI, Copilot and machine learning related Applied Skills credentials have retired since the start of 2026, with a tenth scheduled within days of this article's publication. The list below is drawn directly from Microsoft's official credential retirement tracker [1].

Twelve credentials in eighteen months is a fast churn rate for a catalogue that only launched in recent years, and it covers most of the popular AI-adjacent workflows: Copilot Studio agent building, declarative agents in M365 Copilot, Azure AI Search, Azure AI Vision, Azure AI Language, and generative AI development with Azure OpenAI.

What Happens to a Retired Applied Skills Credential You Already Earned?

Retirement stops new candidates from earning the badge, but it does not erase one you already hold. Microsoft's retirement tracker states that "once an Applied Skill has been retired, it will no longer be available [in] the Applied Skills offerings" for new attempts [1], which means the credential window closes rather than the badge being revoked. If you completed the interactive lab and passed before the retirement date, the credential stays on your Microsoft Learn profile.

The practical limitation is that a retired Applied Skills badge cannot demonstrate currency going forward. Because each badge maps to one specific product scenario, a retired badge signals that you completed a task in a version of a tool that may no longer exist in the same form. This is different from a Microsoft Certification, where the exam content is periodically refreshed in place rather than the credential disappearing. Both AB-730 and AB-100, for example, carry a note that their English-language exam versions will be updated on 22 July 2026, which is a content refresh, not a retirement.

Applied Skills vs Certifications: What Actually Lasts

The retirement pattern above is not a fluke. It reflects a structural difference between how Applied Skills and full Certifications are built and maintained.

Applied Skills genuinely serve a purpose, they are free, fast, and a low-friction way to prove you can complete a specific task in a specific tool. But that same narrowness is what makes them expendable. A full Certification, by contrast, is built around a job role rather than a single feature, so Microsoft can update the exam content without retiring the credential entirely.

The Bigger Picture: Full Certifications Are Retiring Too, Just Less Often

Applied Skills are not the only credentials Microsoft has retired recently. On 30 June 2026, Microsoft also retired AI-102 (Azure AI Engineer Associate), with its own certification page carrying the notice: "This certification and the renewal assessment are retired" [5]. The same date saw AI-900 (Azure AI Fundamentals) retire, replaced by AI-901, with Microsoft's own exam page confirming: "The AI-900 exam was retired on June 30, 2026, and has been replaced by AI-901. To earn this certification, candidates must now pass AI-901" [6].

AI-102's replacement path leads to AI-103, which Microsoft describes as validating "expertise in designing, developing, and deploying advanced Azure AI solutions using Python and Microsoft Foundry" [7]. Microsoft Foundry is the renamed successor to what was previously called Azure AI Foundry, and AI-103 also appears as a recognised prerequisite step toward AB-100 (Agentic AI Business Solutions Architect) [8], linking the developer-focused path to Examinotion's own business-architecture exam.

Several Power Platform credentials, including PL-600 (Power Platform Solution Architect Expert), have also been phased out around the same period. The official AB-100 certification page does not list PL-600 among its accepted prerequisites, and Microsoft is directing former PL-600, MB-700 and similar Power Platform credential holders toward newer role-based paths such as AB-100 instead [8].

The important distinction is frequency, not immunity. Full Certifications do retire, but far less often than Applied Skills, and typically only after Microsoft ships a genuinely new role-based exam to replace them, as with AI-900 to AI-901 and AI-102 to AI-103.

Why This Matters If You're Choosing a Microsoft AI Credential Now

Checking Microsoft's own retirement schedule is a useful sanity check before committing study time to any credential. As of this article's publication, none of Examinotion's six live Microsoft AI certification exams, AB-730 (AI Business Professional), AB-731 (AI Transformation Leader), AB-900 (Microsoft 365 Copilot and Agent Administration Fundamentals), AB-100 (Agentic AI Business Solutions Architect), AI-901 (Azure AI Fundamentals) and AI-103 (Azure AI Apps and Agents Developer Associate), appear on Microsoft's list of certifications scheduled to retire in the next twelve months [1].

This is not a permanent guarantee, Microsoft reviews its entire credentialing portfolio on an ongoing basis, as the retirement tracker itself states. But it does mean these six exams currently sit in the more durable half of Microsoft's credential system: role-based, periodically refreshed rather than retired outright, and priced and structured for candidates who want a credential to hold value for more than one product release cycle.

If Your Applied Skills Badge Retired, Here's the Certification to Take Instead

If you are not sure which of these fits your current role, Examinotion's Microsoft AI certification roadmap walks through how the six exams relate to each other, and the full exam comparison hub lets you compare practice test coverage side by side before you commit to one.

How to Check Whether Your Own Microsoft Credential Is Scheduled to Retire

Rather than relying on secondhand reporting, including this article, it is worth checking Microsoft's own tracker directly before you commit study time to any credential.

1. Open Microsoft's credential retirement page. It lists two tables: Applied Skills and Certifications scheduled to retire, and those retired in the last twelve months [1].
2. Search for the exact credential name, not just the product name. Applied Skills badges and Certifications that cover the same product often have different retirement timelines, since they are reviewed separately.
3. Check the credential's own page for a retirement warning banner. Both AI-102 and AI-900 display an explicit warning notice directly on their certification pages, which is the most current and specific source for that credential [5] [6].
4. If a credential is retiring soon, look for its named successor. Microsoft typically states the replacement exam directly, as it did for AI-900 to AI-901 and AI-102 to AI-103, so you are not left guessing which exam to study for instead.
5. Re-check before every study session, not just once. Microsoft's retirement schedule updates on a rolling basis rather than in one annual batch, so a credential that looked safe three months ago is worth confirming again before you sit the exam.

This five-minute check applies to any Microsoft credential, not just the AI-focused ones covered here, and it is the single best way to avoid spending weeks preparing for an exam that is about to disappear.

Frequently Asked Questions

What are Microsoft Applied Skills credentials?

Applied Skills are short, scenario-based credentials that test one specific, product-level task through a self-paced, un-proctored interactive lab. They are narrower than full Microsoft Certifications, which validate four to six skill areas tied to a job role rather than a single product scenario.

Why is Microsoft retiring so many AI Applied Skills credentials?

Microsoft reviews its Applied Skills scenarios and Certifications on an ongoing basis and retires those tied to outdated product versions. Because each Applied Skills badge is scoped to one specific tool or feature, it becomes obsolete faster than a role-based Certification whenever that underlying product changes significantly.

Do I lose my Applied Skills credential if it retires?

No. Retirement stops new candidates from earning the badge, but a credential you already passed remains on your Microsoft Learn profile. What it cannot do is demonstrate ongoing currency, since it maps to a specific product scenario that Microsoft may no longer support in the same form.

Is AI-102 still a valid certification after its retirement?

AI-102 (Azure AI Engineer Associate) retired on 30 June 2026 and can no longer be earned. Existing AI-102 holders keep their credential on record, but Microsoft's designated successor path for new candidates is AI-103 (Azure AI Apps and Agents Developer Associate), built around Microsoft Foundry.

What replaced the AI-900 exam?

AI-900 (Azure AI Fundamentals) retired on 30 June 2026 and was replaced by AI-901. Candidates who have not yet earned the old AI-900 credential must now pass AI-901 instead, which shifts more of its skills weighting toward hands-on implementation using Microsoft Foundry rather than concept recognition alone.

Should I earn an Applied Skills badge or a full Microsoft Certification?

Applied Skills are useful for quickly validating one specific task in a specific tool, and they are currently free. A full Certification such as AB-730, AB-900 or AI-103 is the better choice if you want a credential that reflects a full job role, is periodically refreshed rather than retired, and carries recognised weight on a CV or LinkedIn profile.

Conclusion

Microsoft's Applied Skills badges are a useful, low-cost way to prove you can complete a specific task, but 2026 has shown just how quickly that value can expire, nine AI-related badges retired in six months, with a tenth following on 8 July. Full Certifications retire far less often, and none of Examinotion's six Microsoft AI certification exams currently appear on Microsoft's retirement schedule. If you want a credential that holds its value beyond the next product update, browse Examinotion's Microsoft AI certification practice tests and start practising for AB-730, AB-731, AB-900, AB-100, AI-901 or AI-103 today.

Sources

1. Credential retirement — Microsoft Learn, accessed 2026-07-01
2. Applied Skills FAQ — Microsoft Learn, accessed 2026-07-01
3. Certification exam FAQ — Microsoft Learn, accessed 2026-07-01
4. Create agents in Microsoft Copilot Studio — Microsoft Learn, accessed 2026-07-01
5. Microsoft Certified: Azure AI Engineer Associate — Microsoft Learn, accessed 2026-07-01
6. Exam AI-900: Microsoft Azure AI Fundamentals — Microsoft Learn, accessed 2026-07-01
7. Microsoft Certified: Azure AI Apps and Agents Developer Associate — Microsoft Learn, accessed 2026-07-01
8. Microsoft Certified: Agentic AI Business Solutions Architect — Microsoft Learn, accessed 2026-07-01