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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
37th
Average Rating
5.0
Number of Reviews
1
Ranking in other categories
Data Virtualization (5th), BI (Business Intelligence) Tools (43rd), BI on Hadoop (7th)
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 August 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 21.9%, down from 23.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
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 time to onboard is pretty short."
"I don't know if I've gotten much value out of Purview personally, but our security team loves it. Our biggest concern is leakage or theft of our data because we have a lot of PII and stuff that has not been released. We like the insights Purview provides and the way the solution can track and manage things. I'd say that was probably their favorite piece of it so far. From everything the security team has told me, the policy management and DLP features are working spectacularly."
"The cataloging tool is definitely the most valuable... It tells you about all the data you have in your tables, which helps people understand our data. We now know what data we have."
"Microsoft Purview's primary benefit lies in safeguarding sensitive and confidential data, thereby mitigating the risk of internal data exfiltration."
"The ability to classify data quickly and effortlessly is arguably Microsoft Purview's most valuable feature."
"Instead of having to manually write down which tables and columns exist and then describe them, you can do that process in one go, by simply connecting to a source. That's a huge time-saver and a great benefit of Purview."
"The availability of pre-designed policies tailored to specific geolocations and customer requirements is a valuable feature."
"The labeling is the most valuable feature for the companies I'm installing it for. Some of them have several thousand staff, and their concerns are around confidential or private data being shared. The labels and the policies involved with them give them that initial visibility."
 

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."
"There should be more clarity about the costing, particularly how the cost is calculated, especially when utilizing health reports and quality features."
"While Microsoft Purview currently allows weekly scans for data sources, this limitation hinders the usefulness of the tool for frequently changing data."
"Overcoming certain control issues would significantly enhance our overall satisfaction."
"The Microsoft Purview data connector platform, which supports ingestion from non-Microsoft data sources, can be somewhat complex."
"I'd like to see them improve the training for implementing this type of solution."
"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."
"While Purview's data connector platform can ingest information from non-Microsoft data sources, it is slow to do so and the information may become outdated."
"Running eDiscovery once a day takes quite a long time because it has to fetch your data. I also want the eDiscovery results to be improved. At the same time, I would like to get a centralized page where I could see records management applied to my Office 365 tenant visualized instead of waiting for a custom script to run through the complete tenant."
 

Pricing and Cost Advice

Information not available
"Microsoft Purview is the best option I have encountered when it comes to price. Maybe some of my information is outdated, but Microsoft offered it so that you could use it almost without paying."
"The price is a little bit high, but it's worth the money because it has a lot of features."
"The price is reasonable considering its value."
"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."
"The pricing is reasonable because it's part of the 365 E3 or E5 license you buy."
"Some people find the tier licensing system complicated, but it offers a lot of value for money if we use the features."
"The pricing depends on the client's requirements and the number of applications."
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Manufacturing Company
13%
Media Company
8%
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
 

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
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Find out what your peers are saying about Microsoft, Informatica, Collibra and others in Data Governance. Updated: July 2025.
865,295 professionals have used our research since 2012.