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Ataccama ONE Platform vs Varonis Platform comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Aug 13, 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

Ataccama ONE Platform
Ranking in Data Governance
11th
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
10
Ranking in other categories
Data Quality (4th), Data Scrubbing Software (2nd), Master Data Management (MDM) Software (4th)
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 Ataccama ONE Platform is 2.5%, up from 2.0% 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

JohnZacharkan - PeerSpot reviewer
Enhanced data quality with machine learning support in diverse environments
We used Ataccama ONE to read data from the mainframe for a data quality perspective. There's a significant lack in that area with tools being able to interface with mainframe. MetLife has a diverse environment, including DB2, Oracle, SQL Server, legacy, and vSAN files. Being able to work in these various environments and put them to a single data quality tool was very appealing. Additionally, Ataccama supported AI and machine learning, which was one of the features I liked. Furthermore, we were able to interface bidirectionally with Collibra for data governance, catching data quality issues before propagating through the system.
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 product’s important feature is data profiling and quality check."
"It is also easy to deploy."
"The drag-and-drop feature is incredibly flexible and straightforward."
"Customer service was excellent, and I would give it a ten out of ten."
"The desktop version of the solution was particularly valuable to me, primarily for creating components. We opted for the data quality aspect to assess the quality of our data warehouse. The functionalities available allowed us to not only check data quality but also serve as an ETL tool. This versatility enabled data transformation and storage in various formats, including files on platforms like SharePoint or local online directories. The flexibility of the tool catered to the specific needs of those building components, contributing to our desired outcomes."
"The notable aspect lies in the workflow structure, where building the workflow aligns significantly with data governance."
"The data profile itself is excellent. You can understand the quality of the data in layman's terms."
"The ease of use of the user console is valuable."
"It can easily identify unusual behavior or access patterns that may pose a potential threat, while operating as a unified reporting system."
"That alerting and reporting service is great."
"The telemetry to capture everything and the reports are very easy to configure without having a developer degree."
"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."
"Varonis offers robust data access governance, allowing us to understand which sensitive data exists and who has access to it."
"There's also a 90-day policy where if a user is not using the warehouse, it will automatically delete that username."
"The solution's classification engine is highly configurable and efficient."
"The solution ensures that users have not accidentally shared sensitive information with the wrong people or too many people."
 

Cons

"It is complicated to fetch 20-25 reports when we profile the data."
"There is a notable challenge in having to provide detailed filters before the site recognizes the search criteria."
"Data movement is a pain."
"They could focus more on marketing the product. The current marketing strategy is not working."
"Speaking specifically about the version we use, version 12.3, I'm unsure if this has been addressed in subsequent versions. One improvement I'd like to see pertains to the language used in certain components, especially in data quality checks. The language complexity posed a challenge for beginners. Although we had on-site assistance from Ataccama, making it manageable for us, some individuals found it difficult to comprehend, necessitating additional support. The provision of a comprehensive guide for on-premise installation can also be enhanced. The lack of detailed information on the solution's workings and the overwhelming nature of notifications, with extensive content, were areas of concern. Streamlining the notification content in newer versions would significantly expedite issue resolution."
"I believe it would be beneficial if it could enhance its flexibility to connect with a wider range of downstream systems beyond just Excel and Postgres."
"Although DQA can fetch data from most of the commonly used data sources, it has limited modifiers to get data, meaning that the number of technologies from which the data can be acquired is limited. For example, DQA does not support fetching data from Twitter or Facebook. Many competitors have this feature."
"The interfacing to tools such as Collibra was somewhat cumbersome and required more thought."
"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."
"I'd like to see automatic updates for this solution. Currently, it's a manual process to update all the keywords"
"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."
"For unstructured data monitoring, it's one of the top ones, if not the top one, due to its usability."
"The GUI should be more functional. There should be a process for connecting through Chrome, Internet Explorer, etc."
"The solution's interface is a little complicated with regard to setting up filters and reports."
 

Pricing and Cost Advice

"Despite not being extremely low-cost, the pricing appears reasonable, making it a profitable and viable choice for companies that prioritize data security and adhere to specific policies."
"Our licensing model wasn't user-specific; instead, we paid fees for the engine and maintenance. As we didn't have a support contract, maintenance fees were likely nonexistent. Regarding the upgrade, we had an account for the initial two or three years, and considering the features provided by the solution, the pricing was reasonable."
"There is no need to buy a license. You can just download it and use it for free."
"The product is reasonably priced."
"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."
"I would rate the pricing an eight out of ten, with ten being the most expensive."
"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."
"It's expensive, kind of, really expensive."
"Varonis Platform wasn't certainly the cheapest solution."
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Top Industries

By visitors reading reviews
Financial Services Firm
13%
Manufacturing Company
10%
Computer Software Company
9%
Insurance 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
 

Questions from the Community

What do you like most about Ataccama ONE Platform?
The notable aspect lies in the workflow structure, where building the workflow aligns significantly with data governance.
What needs improvement with Ataccama ONE Platform?
The interfacing to tools such as Collibra was somewhat cumbersome and required more thought. While it was possible to configure these interfaces, they required some coding. It would be beneficial i...
What is your primary use case for Ataccama ONE Platform?
Some of the use cases for Ataccama ONE included data quality, identifying and mapping to Collibra, which was their data governance tool. It was critical for them to interface directly with that too...
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

Ataccama DQ Analyzer
No data available
 

Overview

 

Sample Customers

Société Générale, First Data, Raiffeisenbank International, T-Mobile, Avast, RSA, Toronto Public Library
Nottingham Building Society
Find out what your peers are saying about Ataccama ONE Platform vs. Varonis Platform and other solutions. Updated: July 2025.
865,384 professionals have used our research since 2012.