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AtScale Adaptive Analytics (A3) vs Microsoft Purview Data Governance comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

AtScale Adaptive Analytics ...
Ranking in Data Governance
39th
Average Rating
5.0
Number of Reviews
1
Ranking in other categories
Data Virtualization (6th), BI (Business Intelligence) Tools (37th), BI on Hadoop (2nd)
Microsoft Purview Data Gove...
Ranking in Data Governance
1st
Average Rating
7.6
Reviews Sentiment
6.9
Number of Reviews
58
Ranking in other categories
Microsoft Security Suite (8th)
 

Mindshare comparison

As of September 2025, in the Data Governance category, the mindshare of AtScale Adaptive Analytics (A3) is 0.2%, down from 0.3% compared to the previous year. The mindshare of Microsoft Purview Data Governance is 21.6%, down from 23.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Governance Market Share Distribution
ProductMarket Share (%)
Microsoft Purview Data Governance21.6%
AtScale Adaptive Analytics (A3)0.2%
Other78.2%
Data Governance
 

Featured Reviews

it_user822762 - PeerSpot reviewer
The GUI interface is nice and easy to use, but the organization of the icons is not saved across users
Connecting to a Hadoop database to create a cube to connect to Tableau. We want to be able to easily create cubes which can be connected to Tableau for visualization The product had many issues. We had great collaboration with the product development team, but the product was not able to meet our…
AmrNaeem - PeerSpot reviewer
It helps us by reporting on and auditing leaks and breaches
One important feature is data security, which both end users and the organization seek. Microsoft Purview offers data protection across a multi-cloud and multi-platform environment. It's critical that Purview connects to iOS, Mac, and Android. We could only secure some of our data if it only covered Windows. It provides a comprehensive view of the entire ecosystem's threats and compliance in real time. It's very easy to use. Purview's compliance features are crucial. We have to match some cases in other countries to our own to comply with the policies, procedures, and regulatory frameworks here.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The GUI interface is nice and easy to use."
"The reporting is excellent. Limiting what people can see is also valuable, especially when tagging documents."
"It is very easy to learn the interface, and it is very user-friendly."
"Microsoft Purview stands out for its automatic data recovery system, which prioritizes critical data for the fastest restoration."
"You can set up automated dates to alert on internal data."
"From my experience and customer feedback, one of the most valuable features of Microsoft Purview is ease of use, especially for content hosted within Microsoft 365 and Azure. I also like that the pricing model for the solution is reasonable."
"The most significant value lies in its seamless integration into the Azure ecosystem, automating various processes and reducing operational burdens."
"It gives you the opportunity to know your data and apply policies around it. If those policies are flouted, you can always track what's happening. You have options such as alerting the person who is committing that action, or you can take automatic action by blocking, for example, an email that is been sent externally. It's very useful."
"Has a good interface and is reasonably priced."
 

Cons

"The organization of the icons is not saved across users."
"The product was not able to meet our 10 second refresh requirements."
"There was an issue with the incremental aggregation not working as indicated."
"One area for improvement is the detection of data types. This is really important. It has some of that functionality, but I consider it very limited. Maybe they can add some custom programming or machine learning could be particularly useful for the detection of the nature of the data."
"There are differences when looking at an incident in the M365 portal versus Purview, and the main one is the advanced hunting. In the M365 portal, you can write KQL queries and fetch data. If that was available in Purview, it would be very good."
"I would like to have AI functionality on the dashboard to help me analyze and report on the data that we capture using Purview on a daily basis."
"It supports only a limited number of tools and technologies that pertain to Microsoft products. If you want to leverage other solutions such as Workday or Oracle Fusion, features will be coming up, but as of now, it is for the Microsoft suite."
"As Microsoft Purview got a little more mature, the deployments got a little more complex, as we were kind of seeing that there are a lot of ways, like there were a hundred ways to do one thing or less."
"he one thing it doesn't do is data quality."
"Another area for improvement is in managing the business glossary terms. If they could provide the same type of method that we use to configure the scan rule sets, that would be helpful. Currently, there is no option like this, so we have to do it manually. Automatic detection would be great."
"Enhancing the tool's capability to connect to multiple sources would be valuable."
 

Pricing and Cost Advice

Information not available
"The pricing depends on the client's requirements and the number of applications."
"Licensing is frustrating due to multiple modules and licenses. The feature might be available in the console, but it won't work without the proper license, creating confusion."
"Aside from the complexity of the pricing model, the price itself is realistic. Features like AI components and automatic classification require additional licenses. Still, anyone can start using Purview with a basic E3 license if they're using Microsoft 365 and grow with additional licenses as needed. Overall, we're satisfied with the price."
"Microsoft Purview is a subscription-based service, so we need either an E3 or E5 license to use it."
"It's not cheap. I'm not exactly sure how much our license costs, but it is very expensive."
"Purview's price is pretty high when you factor in storage costs."
"Microsoft Purview is priced in the middle. It isn't the cheapest, but it isn't the most expensive. It's affordable compared to other public cloud services."
"Price-wise, I think it's very generous and accessible to not just enterprises but small to medium-sized companies as well. I think it's very fair in terms of how they break apart the storage and the actual computing, and that makes it very accessible. So, that is a very big plus for Purview."
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Manufacturing Company
13%
Media Company
9%
Healthcare Company
8%
Financial Services Firm
15%
Computer Software Company
13%
Government
9%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business20
Midsize Enterprise13
Large Enterprise30
 

Questions from the Community

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What do you like most about Microsoft Azure Purview?
It is designed to seamlessly connect to various data sources, which is particularly beneficial for our customers who primarily use Microsoft technologies.
What is your experience regarding pricing and costs for Microsoft Azure Purview?
Microsoft Purview Data Governance is quite affordable compared to other market solutions, which have high initial costs. It allows for a cost-effective start with negligible initial cost. However, ...
What needs improvement with Microsoft Azure Purview?
There should be more clarity about the costing, particularly how the cost is calculated, especially when utilizing health reports and quality features. Additionally, adding more tools around data q...
 

Also Known As

AtScale, AtScale Intelligence Platform
Microsoft Purview, MS Azure Purview
 

Overview

 

Sample Customers

Rakuten, TD Bank, Aetna, Glaxo-Smith Kline, Biogen, Toyota, Tyson
Information Not Available
Find out what your peers are saying about Microsoft, Informatica, Collibra and others in Data Governance. Updated: August 2025.
867,497 professionals have used our research since 2012.