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AtScale Adaptive Analytics (A3) vs Varonis Platform comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jul 27, 2025

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)
Varonis Platform
Ranking in Data Governance
4th
Average Rating
8.2
Reviews Sentiment
6.4
Number of Reviews
14
Ranking in other categories
Data Loss Prevention (DLP) (9th), SaaS Security Posture Management (SSPM) (5th), Data Security Posture Management (DSPM) (3rd), Compliance Management (7th), Ransomware Protection (11th), Identity Threat Detection and Response (ITDR) (7th)
 

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 Varonis Platform is 10.9%, up from 7.2% 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…
Herman Pienaar - PeerSpot reviewer
Has valuable data alerting capabilities and efficient reporting features
The solution's classification engine is highly configurable and efficient. It provides good reporting and visualization, which is superior to previous tools like Microsoft's. The platform's data alerting capabilities and automation features for managing broken permissions are particularly notable. It offers robust automation capabilities, including global permission repair, broken access repairs, and data transport engine features for archiving and migration. The automation tools are useful for managing permissions and performing cleanup tasks efficiently. It provides strong reporting capabilities that help customers adhere to regulations and maintain compliance. Automating reporting is beneficial for maintaining robust governance, risk, and compliance (GRC) posture. It does incorporate some AI elements, particularly in its data alerting module. However, AI integration has yet to be the primary focus of my implementations. AI is expected to play a larger role in future enhancements. I recommend Varonis, particularly its effectiveness in performing data security remediation tasks. Despite its high cost, it is valuable for its capabilities and the lack of impact on end users. Overall, I rate it a nine out of ten.

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."
"Varonis Platform is transparent and captures everything in the environment without impacting the performance. The tool helps us unify data feeds into a single reporting system."
"The solution has significantly improved data security and compliance posture by allowing us to track and monitor activities. We can see who accesses data and when files are created and understand what's happening in our environment."
"The analytics would have to be our most valuable feature."
"Technical support from Varonis is rated as nine out of ten."
"There's also a 90-day policy where if a user is not using the warehouse, it will automatically delete that username."
"Varonis offers robust data access governance, allowing us to understand which sensitive data exists and who has access to it."
"The most important feature is remediation. In remediation support, there is no group permission. We'll go ahead and remediate the access from the Dell folder to the parent folder."
"The solution ensures that users have not accidentally shared sensitive information with the wrong people or too many people."
 

Cons

"The product was not able to meet our 10 second refresh requirements."
"There was an issue with the incremental aggregation not working as indicated."
"The organization of the icons is not saved across users."
"There is one thing that if I add something manually, I get so many alerts. That's the biggest bad thing."
"For unstructured data monitoring, it's one of the top ones, if not the top one, due to its usability."
"I would like it to have cloud integration."
"Varonis requires more access permissions for its core functions compared to competitors, which can be a concern for companies about data safety."
"It is significantly complex."
"One area for improvement is the calculation engine. When applying rules in Varonis, especially for large datasets (terabytes of data), the calculations can be slow and require time to process. Speeding up this process would be beneficial."
"The solution's interface is a little complicated with regard to setting up filters and reports."
"The GUI should be more functional. There should be a process for connecting through Chrome, Internet Explorer, etc."
 

Pricing and Cost Advice

Information not available
"You could do a subscription, where you pay yearly, or you could purchase it outright. The licensing cost is based on the number of users on the system that you are monitoring."
"The pricing is good. It neither expensive nor cheap. It is average."
"It's expensive, kind of, really expensive."
"I would rate the pricing an eight out of ten, with ten being the most expensive."
"Varonis Platform wasn't certainly the cheapest solution."
"The platform is expensive. I rate the pricing a nine out of ten."
"Licensing is on an annual basis. Maintenance and renewal fees are separate. Varonis Datalert is quite expensive."
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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
16%
Computer Software Company
9%
Manufacturing Company
9%
Healthcare Company
8%
 

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 Varonis Platform?
The solution has significantly improved data security and compliance posture by allowing us to track and monitor activities. We can see who accesses data and when files are created and understand w...
What needs improvement with Varonis Platform?
Varonis started as an on-premises solution and is transitioning to cloud. It hasn't fully moved yet, which is an area for improvement. Varonis requires more access permissions for its core function...
What is your primary use case for Varonis Platform?
The primary use case for Varonis Platform is data discovery, specifically for discovering sensitive data in our organization to protect it. We are looking for a solution that can scan our repositor...
 

Also Known As

AtScale, AtScale Intelligence Platform
No data available
 

Overview

 

Sample Customers

Rakuten, TD Bank, Aetna, Glaxo-Smith Kline, Biogen, Toyota, Tyson
Nottingham Building Society
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