Tag Archives: Cloud Security

Microsoft Purview DLP Expands to Microsoft Cowork

Posted on by

As organizations continue to embrace AI-powered productivity tools, maintaining strong data protection and compliance controls remains a top priority. To support the secure adoption of Microsoft Cowork, Microsoft is extending Microsoft Purview Data Loss Prevention (DLP) capabilities to this new AI experience, ensuring organizations can apply consistent data protection policies across both Microsoft 365 Copilot and Microsoft Cowork. This update helps organizations reduce the risk of sensitive information exposure while enabling employees to take advantage of AI-driven productivity tools with confidence.

 

What’s New?

With this enhancement, existing and future DLP policies configured for Microsoft 365 Copilot will automatically extend to Microsoft Cowork. This means administrators can manage AI-related data protection through a single set of policies and controls without additional configuration.

 

The following DLP capabilities will be supported:


1. Sensitivity Label-Based Grounding Protection

Organizations can prevent Microsoft Copilot and Microsoft Cowork from using specific content as grounding data when generating responses.

For example, documents or emails labeled Highly Confidential can be excluded from AI processing, helping ensure protected information is not used to generate responses.

2. Prompt DLP Protection

Administrators can block prompts that contain sensitive information by leveraging Sensitive Information Types (SITs).

Examples include:

  • Credit card numbers
  • National identification numbers
  • Financial account details
  • Custom Sensitive Information Types created by the organization

If a prompt contains protected content, users can be prevented from submitting it to Copilot or Cowork.

3. Web Search DLP Controls

Organizations can allow AI prompts to be processed while restricting sensitive information from being sent to Bing Search for web-based results.

This provides an additional layer of protection when users leverage AI experiences that combine organizational data with web content.

Important: Prompt DLP and Web Search DLP currently apply only to text entered in prompts and do not cover uploaded files.

 

What This Means for Organizations

The update simplifies AI governance by automatically extending protection to Microsoft Cowork.

Key changes include:

  • Existing DLP policies targeting Microsoft Copilot will automatically apply to Microsoft Cowork.
  • New DLP policies created for Microsoft Copilot will include Microsoft Cowork by default.
  • Sensitivity labels can be used to prevent protected content from being used as grounding data.
  • Sensitive Information Types can be used to block prompts or restrict sensitive information from being sent for web searches.
  • No separate setup or configuration is required.

For organizations already using Microsoft Purview DLP, this significantly reduces the effort required to secure emerging AI workloads.

 


Rollout Timeline

Public Preview

  • Begins in late September 2026
  • Expected to complete by early October 2026


General Availability

  • Begins in mid-October 2026
  • Expected to complete by late October 2026

 

What Should Administrators Do?

While no action is required to receive the update, Microsoft recommends that administrators:

  • Review current DLP policies targeting Microsoft 365 Copilot.
  • Assess whether additional sensitivity labels should be protected.
  • Evaluate existing and custom Sensitive Information Types.
  • Inform compliance, security, and AI governance teams about the expanded coverage.

Why This Matters

As AI becomes increasingly integrated into daily business operations, organizations need confidence that their existing compliance and security investments extend to new AI services. By bringing Microsoft Cowork under the protection of Microsoft Purview DLP, Microsoft is delivering a more unified approach to AI governance, helping organizations maintain control over sensitive data while accelerating AI adoption across the enterprise.

The result is a consistent security and compliance experience across Microsoft’s AI ecosystem, allowing businesses to innovate without compromising on data protection.

 

🎧 Tune in for all the details!
🎥 Watch now and discover how to secure AI without slowing innovation.

 

Removing pay-as-you-go requirements for Edge for Business DLP unmanaged app protections

Posted on by

Good news for Microsoft Purview administrators. Microsoft is removing the pay-as-you-go (PAYG) billing requirement for Data Loss Prevention (DLP) and collection policies that protect unmanaged cloud app interactions in Microsoft Edge for Business. This change, rolling out starting in mid-October 2026, simplifies deployment and management by eliminating the need to connect an Azure subscription specifically for this Edge for Business protection scenario.

 

What’s Changing?

Until now, organizations that wanted to use Microsoft Purview’s inline protection capabilities for unmanaged cloud apps in Edge for Business needed to configure pay-as-you-go billing. Microsoft previously announced this requirement, but it has now decided to remove it.

Once the rollout is complete, administrators will no longer need:

  • An Azure subscription for this specific protection scenario
  • Pay-as-you-go billing configuration
  • Billing prerequisite validation checks when creating or editing applicable policies

The actual protection capabilities are not changing. This is purely a licensing and billing simplification.

 

What Stays the Same?

If you’re already using Purview DLP or collection policies in Edge for Business, there’s nothing you need to change.

Microsoft has confirmed that:

  • Existing policies will continue to work as they do today
  • No migration or policy recreation is required
  • Enforcement behavior remains unchanged
  • Supported inline browser protection activities will continue to be protected

In other words, the protection experience remains exactly the same while the administrative overhead is reduced.

 

Billing Impact

One of the biggest benefits of this update is the removal of charges associated with these protected interactions.

After rollout:

  • Requests related to supported unmanaged cloud app interactions in Edge for Business will no longer generate charges through the In Transit Protection meter.
  • Billing checks and related guidance will disappear from the Purview portal and policy cmdlets for this scenario.

For organizations that hesitated to deploy browser-based DLP because of PAYG requirements, this change removes a significant barrier.

 

Important: This Doesn’t Apply to Everything

It’s worth noting that this update is limited to Edge for Business unmanaged app protections.

Microsoft is not expanding:

  • Supported applications
  • Browsers
  • Activities
  • Licensing requirements
  • Devices
  • Cloud environments

Additionally, other Microsoft Purview capabilities that rely on pay-as-you-go billing, such as Microsoft Purview Network Data Security, are not affected by this announcement. If your organization uses other PAYG-enabled Purview services, those Azure billing configurations may still be required.

 

Rollout Timeline

The update is scheduled to roll out worldwide:

  • Start: Mid-October 2026
  • Expected completion: Late October 2026

Because the deployment is gradual, some tenants may continue to see PAYG requirements in the Purview portal until the update reaches their environment.

 

What Should Administrators Do?

The short answer: nothing.

Microsoft has stated that no action is required.

However, I recommend administrators:

  1. Continue using existing DLP and collection policies as configured.
  2. Avoid removing Azure billing configurations that support other PAYG-based Purview workloads.
  3. Monitor Microsoft documentation during the rollout for updated guidance.

 

This is a welcome change that makes Microsoft Purview easier to adopt and manage. Security teams can continue protecting sensitive data flowing to unmanaged cloud applications through Edge for Business without having to worry about additional billing configuration or consumption-based charges for this use case.

While the underlying DLP capabilities remain unchanged, reducing administrative complexity is always a step in the right direction. For organizations looking to strengthen browser-based data protection, this removes one more obstacle and makes deployment a little more straightforward.

 

Microsoft Purview Autolabeling Gets a Major Scale Upgrade: From 4 Million to 20 Million Items

Posted on by

Microsoft is expanding the capabilities of Microsoft Purview Information Protection, making it easier for organizations to deploy and validate autolabeling policies across significantly larger data environments.  The headline enhancement is a substantial increase in autolabeling simulation capacity, growing from 4 million to 20 million items. For organizations managing large volumes of content across Microsoft 365, this change removes a major limitation when testing and validating labeling strategies before production deployment.

What’s Changing?

With this update, administrators will be able to simulate autolabeling policies against much larger datasets, helping them better understand potential policy impact and identify issues before enabling automatic labeling.

Microsoft is also introducing several improvements aimed at simplifying policy management and providing deeper visibility into how labeling policies perform.

Key Enhancements

Autolabeling simulations now support up to 20 million items

The previous simulation limit of 4 million items has been increased fivefold, allowing organizations to assess policy effectiveness across significantly larger data estates.

Expanded SharePoint targeting

Administrators will now be able to:

  • Select up to 1,000 individual SharePoint sites when configuring an autolabeling policy.
  • Use adaptive scopes that support up to 50,000 SharePoint sites per policy.
  • Filter SharePoint sites using the SiteTemplate property during policy creation, providing more granular control over policy targeting.

Improved reporting and visibility

Microsoft is enhancing the audit and reporting experience with new insights, including:

  • Summaries of the Sensitive Information Types (SITs) detected when labels are applied.
  • A new 30-day processing chart that shows the number of files processed each day, helping administrators track policy throughput and identify trends over time.

These reporting enhancements should make it much easier to understand why labels are being applied and monitor the effectiveness of information protection policies.

Rollout Timeline

Microsoft plans to release these capabilities according to the following schedule:

  • Public Preview: Early September 2026 through mid-September 2026
  • General Availability: Beginning in late October 2026

The features will be enabled automatically as they become available in each tenant.

What Does This Mean for Organizations?

For most organizations, no action is required. Existing autolabeling policies will continue to function exactly as they do today.

However, security and compliance teams may want to revisit policies that were previously constrained by simulation limits or SharePoint scope restrictions. The increased scale opens opportunities to include additional repositories and validate policies against much larger datasets before deployment. Organizations should also consider updating their operational and reporting processes to take advantage of the new SIT visibility and processing metrics.

Compliance Impact

The update does not change how labels work, how Sensitive Information Types are defined, or how customer data is handled.

Instead, Microsoft is increasing the scale at which policies can be evaluated while improving monitoring and reporting capabilities. The added visibility into detected Sensitive Information Types and policy processing activity should help compliance teams better demonstrate and validate their information protection efforts.

Final Thoughts

This is a welcome enhancement for enterprises managing large-scale Microsoft 365 environments. The jump from 4 million to 20 million simulated items, combined with expanded SharePoint coverage and richer reporting, makes Microsoft Purview’s autolabeling capabilities more practical for organizations with complex compliance requirements and large volumes of content. For many Purview administrators, the real value will come from being able to test policies more thoroughly, target more content locations, and gain better insight into exactly how their information protection strategy is performing.

Main Improvements Made

  • Converted formal release-note language into a conversational blog style.
  • Added clear section headings and narrative flow.
  • Focused on business value and real-world impact rather than feature descriptions alone.
  • Reduced repetitive compliance wording while preserving all key technical details.
  • Added a concise conclusion with practical takeaways for administrators and compliance teams.

MS-102 vs. AB-650: More Than a New Certification. A New Era for Microsoft 365 Administrators

Posted on by

When I first saw that Microsoft plans to retire MS-102: Microsoft 365 Administrator and introduce AB-650: Administering Microsoft 365 and AI Services, my immediate reaction wasn’t, “Oh, another certification update.”

Instead, I found myself thinking:  “This is a reflection of how our roles are changing.”

For years, Microsoft 365 administrators have focused on identities, security, compliance, endpoints, licensing, and tenant management. Those responsibilities aren’t going away. But something new is being added to the mix: AI administration.

And that’s exactly what makes the transition from MS-102 to AB-650 so interesting.


The Certification Many of Us Know: MS-102

MS-102 has long been considered the benchmark certification for Microsoft 365 administrators.

The exam validates skills across core areas including:

  • Microsoft 365 tenant management
  • Microsoft Entra ID
  • Identity and access administration
  • Microsoft Defender XDR
  • Microsoft Purview
  • Security and compliance operations

If you’ve spent time administering Microsoft 365 environments, chances are you’ve worked with most of these technologies already.

MS-102 is focused on keeping an organization secure, compliant, productive, and operational.

In many ways, it represents the traditional Microsoft 365 administrator role.

Why Microsoft Is Moving On

Technology never stands still.

Over the last two years, we’ve witnessed something that has fundamentally changed the workplace: the rapid adoption of AI.

Organizations are no longer asking whether they will use AI.

They’re asking:

  • How do we deploy it?
  • How do we govern it?
  • How do we secure it?
  • How do we control access to organizational data?
  • How do we manage AI agents?

These questions weren’t part of a traditional Microsoft 365 administrator’s responsibilities a few years ago.

Today, they are becoming part of everyday conversations.

Enter AB-650

AB-650 isn’t simply a rebranded MS-102.

It’s Microsoft’s acknowledgment that administrators now need a broader skill set.

While the certification still includes core Microsoft 365 administration concepts, it significantly expands into areas such as:

  • Microsoft 365 Copilot administration
  • AI governance
  • AI security
  • AI compliance
  • Agent management
  • Copilot deployment and adoption
  • Organizational AI readiness

In other words, the administrator role is evolving beyond users, devices, and workloads.

We’re now expected to understand and manage intelligent systems as well.


The Biggest Difference

If I had to summarize the difference between the two certifications in a single sentence, it would be this:

MS-102 focuses on managing Microsoft 365. AB-650 focuses on managing Microsoft 365 and AI.

That may sound like a small distinction, but it’s actually a major shift.

The modern workplace increasingly includes:

  • AI assistants
  • Copilot experiences
  • Automation agents
  • Intelligent workflows

Someone needs to govern those capabilities.

Someone needs to secure them.

Someone needs to make sure they are implemented responsibly.

Microsoft clearly sees administrators playing a key role in that future.

Should You Still Take MS-102?

Honestly, I think the answer depends on where you are in your journey.

If you’ve already invested time studying MS-102, I would absolutely consider completing it before retirement.

It’s still a respected certification, and the skills it validates remain highly relevant.

Identity, security, compliance, and administration aren’t becoming less important because AI arrived.

In fact, they’re becoming even more important.

AI simply adds another layer on top.

Who Should Consider AB-650?

If you’re starting fresh today, AB-650 is difficult to ignore.

It’s particularly relevant if you work with:

  • Microsoft 365 Copilot
  • Adoption and change management
  • Security and governance
  • Digital workplace transformation
  • Architecture and consulting roles

The certification aligns closely with the conversations many organizations are having right now around AI readiness and governance.

As someone who has spent much of her career in the Microsoft ecosystem, I see this transition as something bigger than an exam retirement.

I see it as a signal.

A signal that the industry is moving toward a future where administration, security, compliance, user experience, and AI are no longer separate disciplines.

They’re becoming interconnected.

A few years ago, administrators managed users.

Today, we’re beginning to manage users and AI assistants.

Tomorrow, we’ll likely be managing entire ecosystems of human and AI collaboration.

And that’s why I believe the move from MS-102 to AB-650 matters.

It’s not just about earning your next certification.

It’s about understanding where our profession is heading.

What do you think? Would you still pursue MS-102 before it retires, or would you jump directly into AB-650 and the AI-first future?

Microsoft Purview Expands DLP and AutoLabeling to Third-Party Apps

Posted on by

Microsoft is taking another major step toward unified data protection by extending Microsoft Purview Data Loss Prevention (DLP) and autolabeling capabilities beyond the Microsoft ecosystem. Organisations will soon be able to protect and classify data stored in popular third-party applications such as Google Workspace, Box, Salesforce, Dropbox, ServiceNow, AWS, and Cisco Webex, all from within Microsoft Purview.

A Single Compliance Hub for More Applications

Traditionally, organisations managing data across multiple cloud platforms had to rely on separate security and compliance controls for each application. With this update, Microsoft Purview becomes a more centralised compliance solution by allowing administrators to create and manage DLP and autolabeling policies for supported non-Microsoft applications directly from the Purview portal.

The integration is made possible through Microsoft Defender for Cloud Apps connectors, which securely connect these third-party services to Microsoft Purview.

Once the feature is rolled out, dedicated application locations for supported non-Microsoft services will appear in Microsoft Purview. Administrators will be able to:

  • Create and manage Data Loss Prevention (DLP) policies for supported applications.
  • Create and manage Information Protection autolabeling policies.
  • Apply compliance controls from a single management interface.
  • Extend sensitivity labels and data protection policies beyond Microsoft 365 workloads.

Supported Applications

DLP Support

Microsoft Purview DLP will support the following applications:

  • Google Workspace
  • Box
  • Dropbox
  • Salesforce
  • ServiceNow
  • AWS
  • Cisco Webex

AutoLabeling Support

Autolabeling will initially be available for:

  • Google Workspace
  • Box

Available policy actions and conditions will vary depending on the application and may include content inspection, sensitivity labelling, notifications, quarantine actions, and access controls.

Rollout Timeline

Microsoft plans to release the feature according to the following schedule:

  • Public Preview: Mid-August 2026 to early September 2026
  • General Availability: Early September 2026 through late October 2026

Important Considerations

Organisations currently using Microsoft Defender for Cloud Apps file policies for the same third-party locations should take note: Microsoft recommends disabling or removing those existing file policies before creating equivalent policies in Microsoft Purview. Running both simultaneously could result in unexpected policy enforcement behaviour.

Licensing and Pricing

To use these new capabilities, organisations will need:

  • An eligible Microsoft Purview Enterprise license
  • Connected applications via Microsoft Defender for Cloud Apps

Additionally, customers should review the pricing implications associated with Microsoft Purview At Rest Protection. Usage is billed on a pay-as-you-go basis, with 1,000 files counted as one data asset for billing purposes.

Why This Matters

As organisations continue adopting multi-cloud and multi-platform environments, data often resides well beyond Microsoft 365. This update allows security and compliance teams to apply consistent protection, classification, and governance policies across a broader range of business-critical applications without requiring separate management tools.

By bringing DLP and autolabeling capabilities to leading third-party services, Microsoft is helping organisation simplify compliance operations while strengthening data security wherever sensitive information resides.

This enhancement significantly expands Microsoft Purview’s reach, making it a stronger centralised platform for information protection and compliance. For organisations using a mix of Microsoft and non-Microsoft cloud services, the ability to manage DLP and labeling policies from a single console could reduce complexity, improve governance consistency, and strengthen overall data protection strategies.

🎙️ Broadcast Episode: Microsoft Purview Expands Beyond Microsoft 365! | Pip & Mara

🎧 Tune in for all the details!
🎥 Watch the full episode ➡️ here

Microsoft Purview DLP: Instances Policy Location Retiring in January 2027

Posted on by

Microsoft has announced the retirement of the Instances policy location in Microsoft Purview Data Loss Prevention (DLP), with the change taking effect on January 6, 2027.

Today, organizations using the Instances location rely on the Microsoft Defender for Cloud Apps file policy infrastructure to enforce DLP and auto-labeling policies across supported third-party applications. To simplify policy management and provide a more consistent compliance experience, Microsoft is moving away from this approach and introducing dedicated application-specific policy locations directly within Microsoft Purview.

Supported applications include:

  • Google Workspace
  • Box
  • Dropbox
  • Salesforce
  • ServiceNow
  • AWS
  • Cisco Webex
What’s Changing?

Instead of creating policies under a generic Instances location, administrators will use dedicated locations for each supported application.

For example:

Current LocationNew Location
Instances (Google Workspace)Google Workspace
Instances (Box)Box
Instances (Dropbox)Dropbox
Instances (Salesforce)Salesforce
Instances (ServiceNow)ServiceNow
Instances (AWS)AWS
Instances (Cisco Webex)Cisco Webex

This change aligns non-Microsoft application protection more closely with the broader Microsoft Purview compliance framework.

Microsoft is introducing these new application locations ahead of the retirement date to allow organizations time to migrate.

Key dates:

  • Dedicated application locations will be rolled out before retirement.
  • January 6, 2027: Instances policy location officially retires.
  • Retirement rollout begins in early January 2027 and is expected to complete by mid-January 2027.
What Happens After January 6, 2027?

Once the retirement takes place:

  • New policies can no longer be created using the Instances location.
  • Existing policies configured with the Instances location will no longer be supported.
  • Organizations should use the new dedicated application locations for all future DLP and auto-labeling policies.
  • Policies that continue to rely on the retired Instances location may no longer be enforced as expected.

If your organization currently uses the Instances location, Microsoft strongly recommends recreating those policies in the new application-specific locations before the retirement deadline.

Recommended Next Steps

To avoid any disruption to DLP enforcement, organizations should begin preparing well before the 2027 deadline.

1. Review Existing Policies

Identify any DLP or auto-labeling policies currently configured through the Instances location.

2. Identify Affected Applications

Determine which non-Microsoft platforms are involved and map them to their new dedicated policy locations.

3. Recreate Policies

Build equivalent policies using the new application-specific locations within Microsoft Purview.

4. Test and Validate

Before retiring legacy policies, verify that policy enforcement, labeling, and user experiences behave as expected.

5. Update Documentation

Review operational procedures, internal documentation, and administrator guidance to reflect the new management model.

6. Notify Stakeholders

Make sure compliance, security, and support teams are aware of the upcoming change and migration timeline.

While the retirement is still several months away, organizations using third-party cloud platforms for collaboration and data storage should start planning their migration strategy now. Moving to dedicated application locations will ensure continued DLP and auto-labeling protection while providing a more streamlined and unified compliance experience within Microsoft Purview.

The bottom line: If you’re using the Instances location today, plan your migration before January 6, 2027. If you’re not, you can safely continue using Microsoft Purview as normal and take advantage of the new dedicated application locations as they become available.

Microsoft Purview DSPM now includes a new data security agent to strengthen your data protection posture

Posted on by

Microsoft has officially moved Data Security Posture Management (DSPM) in Microsoft Purview from preview to general availability (GA) and that’s a big step forward for organizations looking to strengthen how they protect sensitive data.

At its core, DSPM helps you understand where your data risks really are, giving you better visibility across your Microsoft 365 environment. Instead of piecing things together manually, you get clear insights, risk signals, and practical recommendations to help improve your overall data security posture.

This release is part of Microsoft’s ongoing investment in enterprise-grade security and compliance tools, making it easier to protect data at scale without added complexity.

What’s New

One of the key additions in this GA release is the Data Security Posture Agent, now fully available.

With it, you can:

  • Get a centralized view of data risks across your environment
  • Identify potential gaps in your security posture
  • Access actionable recommendations to improve protection
  • Take direct steps to remediate risks

The transition from preview to GA is seamless—your existing configurations stay as they are, and there’s no need to reconfigure policies or settings.

Rollout Timeline
  • General Availability (Worldwide): Late May 2026 – Late June 2026

The feature will become available based on your organization’s Microsoft Purview deployment timing.

Who Should Pay Attention

This update is especially relevant for:

  • IT admins
  • Security teams
  • Compliance professionals

Basically anyone responsible for managing or protecting data within Microsoft 365 using Microsoft Purview.

What This Means for You

Good news, no action is required to enable this feature.

That said, it’s a great opportunity to take advantage of what DSPM offers. You might want to:

  • Explore the new DSPM capabilities and see how they fit into your security strategy
  • Learn how to set up and use the Data Security Posture Agent
  • Start using DSPM insights to prioritize and reduce data risks
  • Inform your security and compliance teams about the update
  • Update any internal documentation that references Purview DSPM

Microsoft Purview DLP Gets Smarter Troubleshooting with Guided Diagnostics

Posted on by

If you’ve ever tried to troubleshoot why a Data Loss Prevention (DLP) policy behaved the way it did, you’ll know it’s not always obvious what happened behind the scenes. Microsoft is looking to change that.

Microsoft is rolling out a new guided diagnostics experience in Microsoft Purview Data Loss Prevention (DLP), designed to help administrators quickly understand, diagnose, and resolve DLP policy issues. The goal is simple: make DLP behavior easier to explain, easier to fix, and easier to optimize.

This update is tracked under Microsoft 365 Roadmap ID 561032.

When is this coming?
  • Public Preview: Mid‑May 2026 to Mid‑June 2026
  • General Availability (Worldwide): Late June 2026 to July 2026
Who does this affect?

This update is primarily aimed at:

  • Microsoft 365 administrators managing DLP policies in Microsoft Purview
  • Commercial Microsoft 365 tenants

If your organization has Microsoft 365 E5 and Copilot licensing, you’ll also benefit from Security Copilot‑powered insights, which add intelligent recommendations during troubleshooting.

What’s changing?

A new guided diagnostics experience will appear directly in the Microsoft Purview portal, making it much easier to understand what your DLP policies are doing and why.

With this experience, admins can:

  • See the order in which DLP policies are evaluated
  • Understand which conditions were matched
  • Clearly identify what action was taken (allow, block, or audit)

In other words, instead of guessing or piecing together logs, you’ll get a clearer, step‑by‑step explanation of how a DLP decision was made.

Security Copilot‑powered insights (for eligible tenants)

For organizations with the right licensing, Microsoft brings Copilot into the experience to help:

  • Spot potential policy misconfigurations
  • Speed up DLP troubleshooting
  • Get recommendations for improving and optimizing policies
What’s not changing?
  • Existing DLP policies continue to work exactly as they do today
  • Enforcement behavior is unchanged
  • There is no impact on end‑user workflows

This update is purely about visibility and diagnostics, not policy enforcement.

That said, you may want to:

  • Update internal DLP troubleshooting documentation to reference the new guided diagnostics experience
  • Make sure your security and compliance teams are aware of the new diagnostics flow in the Purview portal
  • Review your Copilot and E5 licensing to understand whether Security Copilot‑powered insights will be available in your tenant

New in Microsoft Defender XDR: AI‑Powered Summaries for DLP Alerts

Posted on by

Microsoft is rolling out a great new capability that will make life much easier for anyone who works with Data Loss Prevention (DLP) alerts. You’ll now start seeing AI‑generated summaries and categorizations, produced by the Microsoft Purview Data Security Triage Agent, directly inside the Microsoft Defender XDR portal.

This means faster triage, clearer insights, and less time manually digging through alert details.

What’s new?

When a DLP alert fires, analysts will now see:

  • A concise AI‑generated summary of what happened
  • A suggested categorization of the alert
  • Context pulled directly from the incident to help speed up investigation

If you’ve already deployed the Triage Agent in Purview, these summaries will show up automatically in your Defender XDR alerts. If not, eligible analysts will be able to deploy it directly from the alert page super handy.

Rollout timeline

Public Preview
Starts: Early April 2026
Completed by: Mid‑April 2026

General Availability (Worldwide)
Starts: Mid‑August 2026
Completed by: Late August 2026

Roadmap ID: 558860

Who is impacted?

This update is especially helpful for:

  • Security analysts and administrators triaging DLP alerts in Defender XDR
  • Organizations already using (or planning to use) Microsoft Purview’s Data Security Triage Agent

Existing DLP policies, enforcement, and user experience remain unchanged.

What’s New in Cloud, AI & Security Certifications

Posted on by

Microsoft is rolling out a new wave of Certifications that reflect today’s rapidly evolving cloud, AI, and security landscape. The first beta exams begin this month, with more releases over the next few months, and all new Certifications expected to become generally available later this year.

New Microsoft Certification Beta Timeline (2026)

Machine Learning Operations (MLOps) Engineer Associate
Perfect for professionals who deploy and manage machine learning and generative AI solutions in production.

  • Exam: AI‑300 (beta) — March 2026
  • Training: Available March 2026
  • Go-live: May 2026

Azure Databricks Data Engineer Associate
Ideal for data engineers who design secure, scalable pipelines using Azure Databricks to support real‑time analytics and AI.

  • Exam: DP‑750 (beta) — March 2026
  • Training: Available March 2026
  • Go-live: May 2026

SQL AI Developer Associate
Validates your ability to build AI‑powered, modern database applications using best‑practice governance and DevOps approaches.

  • Exam: DP‑800 (beta) — March 2026
  • Training: Available March 2026
  • Go-live: May 2026

Azure AI Fundamentals
A refreshed Fundamentals Certification focused on building modern AI apps and agents using Microsoft Foundry — great for beginners.

  • Exam: AI‑901 (beta) — April 2026
  • Training: March 2026
  • Go-live: June 2026

Azure AI App and Agent Developer Associate
Aligned with generative and agentic architectures. Covers building generative apps, multistep reasoning workflows, and production‑ready agent solutions.

  • Exam: AI‑103 (beta) — April 2026
  • Training: March 2026
  • Go-live: June 2026

Cybersecurity Business Professional
Validates your ability to recognize risks, apply secure-by-design practices, and support business decision‑making that enables secure AI adoption.

  • Exam: SC‑730 (beta) — April 2026
  • Training: May 2026
  • Go-live: July 2026

Azure AI Cloud Developer Associate
Designed for developers building and monitoring AI solutions on Azure using containers, vector databases, serverless components, and distributed observability.

  • Exam: AI‑200 (beta) — April 2026
  • Training: April 2026
  • Go-live: July 2026

Cloud and AI Security Engineer Associate
Focuses on securing cloud and AI workloads, protecting models, and applying enterprise‑grade security patterns.

  • Exam: SC‑500 (beta) — May 2026
  • Training: July 2026
  • Go-live: July 2026

Windows Server Hybrid Administrator
A unified Certification covering both Azure and on‑premises hybrid administration.

  • Exam: AZ‑802 (beta) — June 2026
  • Training: August 2026
  • Go-live: August 2026

Retiring Certifications: Key Dates & What Replaces Them

As Microsoft updates its Certification portfolio for modern AI‑driven roles, several existing Certifications are scheduled for retirement in 2026. If you hold one of these, make sure you renew it before the retirement date if renewal is available.

You can read more in the official Microsoft article here.