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Microsoft Purview Data Lifecycle Management pros and cons

Vendor: Microsoft
4.2 out of 5

Pros & Cons summary

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Prominent pros & cons

PROS

Microsoft Purview Data Lifecycle Management enhances data lineage, discovery, and labeling, significantly improving the unified data catalog.
It facilitates the transition from inconsistent ad-hoc retention practices to consistent, automated, documented programs across the organization.
Automatic data labeling is a compelling feature that users are actively exploring for implementation.
The integration with HPE Apollo Systems enhances organizational efficiency by improving business operations and management of large data sets.
Purview's built-in functionality grants immediate access to reports, streamlining the entire process.

CONS

Microsoft Purview Data Lifecycle Management preview features can be unreliable, impacting their effectiveness.
Scan times can be problematic, with high-volume issues often related to permission errors.
AI assistance in labeling is lacking, highlighting a need for better AI integration.
Policy design and usability improvements are needed, particularly for better data movement controls.
The initial setup is time-consuming, as Microsoft Purview Data Lifecycle Management is complex and challenging to implement.
 

Microsoft Purview Data Lifecycle Management Pros review quotes

ST
Ict Systems Manager at Lltnpa
Jun 7, 2026
We went from inconsistent ad-hoc retention practices to a consistent, automated, documented program across the whole organization with Microsoft Purview Data Lifecycle Management.
RK
Cloud Security & Governance at a financial services firm with 10,001+ employees
Jun 23, 2025
The system is stable; I haven't encountered any worldwide stability issues unlike other office products.
Vivek_Jaiswal - PeerSpot reviewer
Security Engineer at LTI Mindtree
Apr 20, 2026
HPE Apollo Systems has positively impacted our organization by improving business operations by eighty percent, saving time, improving efficiency, and facilitating the management of large data sets.
Learn what your peers think about Microsoft Purview Data Lifecycle Management. Get advice and tips from experienced pros sharing their opinions. Updated: June 2026.
900,747 professionals have used our research since 2012.
reviewer2534040 - PeerSpot reviewer
Senior Cybersecurity Engineer at a transportation company with 201-500 employees
Oct 31, 2025
The impact of Microsoft Purview Data Lifecycle Management on my unified data catalog has improved a lot; the improvements I see are in the lineage, the discovery, and the labeling.
Al Mcpherson - PeerSpot reviewer
Data Architect at Octopus
Jun 20, 2024
The UI is the most valuable feature.
 

Microsoft Purview Data Lifecycle Management Cons review quotes

ST
Ict Systems Manager at Lltnpa
Jun 7, 2026
The initial setup took longer than we expected. Microsoft Purview Data Lifecycle Management is not a turn-it-on-and-go product.
RK
Cloud Security & Governance at a financial services firm with 10,001+ employees
Jun 23, 2025
The time it takes to scan is one issue; when we raise high-volume issues and tickets related to scanning failures, it relates to permission errors, which are technical challenges.
Vivek_Jaiswal - PeerSpot reviewer
Security Engineer at LTI Mindtree
Apr 20, 2026
There is no specific improvement I would suggest for Microsoft Purview Data Lifecycle Management, but I think if they can work on policy design and usability, adding more granular control for the organization regarding controlling the movement of data outside would definitely improve the solution.
Learn what your peers think about Microsoft Purview Data Lifecycle Management. Get advice and tips from experienced pros sharing their opinions. Updated: June 2026.
900,747 professionals have used our research since 2012.
reviewer2534040 - PeerSpot reviewer
Senior Cybersecurity Engineer at a transportation company with 201-500 employees
Oct 31, 2025
I think labeling could use a lot more AI assistance. AI implementation into labeling would be beneficial.
Al Mcpherson - PeerSpot reviewer
Data Architect at Octopus
Jun 20, 2024
Microsoft's Purview Data Lifecycle Management preview features can be unreliable, hindering their usefulness.