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AtScale Adaptive Analytics (A3) vs Collibra 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
35th
Average Rating
5.0
Number of Reviews
1
Ranking in other categories
Data Virtualization (5th), BI (Business Intelligence) Tools (38th), BI on Hadoop (6th)
Collibra Governance
Ranking in Data Governance
3rd
Average Rating
7.6
Reviews Sentiment
6.8
Number of Reviews
49
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of May 2025, in the Data Governance category, the mindshare of AtScale Adaptive Analytics (A3) is 0.3%, down from 0.3% compared to the previous year. The mindshare of Collibra Governance is 9.8%, down from 12.6% 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…
DeepakArora - PeerSpot reviewer
Enhancing data management with user-friendly features but needs better documentation
We are a customer of Collibra. Collibra Governance is applied in our data management workflows by creating all the business functions separately, maintaining the data sources of those KPIs and everything separately on those businesses Collibra Governance provides ease of use. The portal is…

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."
"From the perspective of a data user, the solution has a great search capability."
"The solution's most valuable feature is data cataloging."
"Collibra Governance is a stable solution."
"The most valuable feature is the discovery process for the data catalog because we get it in a visual format as a way to understand and classify it."
"The most important feature is the ease of use."
"We have folks in the field doing our clinical research operations, and they have the opportunity to refer to Collibra when they are examining a particular report. When they have a question about how something in that report is derived, they can pull a metric that is defined fully in Collibra. They have the opportunity to drill back into Collibra to see that."
"The solution's most valuable features are its scalability and how it can be integrated to any other intakes."
"The most important feature in Collibra Governance is the ability to gather data or a collection of data into one repository. If a client creates a repository at his place, then it will get updated to the cloud automatically."
 

Cons

"The product was not able to meet our 10 second refresh requirements."
"The organization of the icons is not saved across users."
"There was an issue with the incremental aggregation not working as indicated."
"There are certain processes that involve a lot of manual work, specifically when searching for attributes assignment. It would be better if we could do this via APIs."
"The domain-based approach could be more helpful for aspects such as customer 360 and product 360."
"One problem is the data lineage, especially extracting the ETL transformation from different ETL tools and identifying how the data is getting changed from one layer to different layers and how the transformation is applied. It doesn't support all the ETL tools for extracting the transformation logic. It supports some of the tools, but there are still some tools that need to be supported. There is also a small pain point in terms of integration. There is a little bit of change in their strategy from Collibra's end. Earlier, they used to offer two solutions. One was out of the box, and one was a custom-built solution for which they used to provide a dual connector. Now the focus from the Collibra side is more on using the out of the box connector. They are discouraging doing the custom integration. That leaves us with two problems. The first problem is that the out-of-the-box connecter is not yet enabled for a lot of systems, and the second problem is that the out-of-the-box connecter has certain limitations. If we want to tweak those as per our needs, it is not possible. However, the custom-built is still supported, and you can still build a custom integration by using the API, but it is not very encouraged by Collibra. Its dashboard also needs to be improved. There are options to use the HTML code to customize your dashboard, but it has a lot of limitations."
"It would be better if there was a way to import all data and metadata in an automatic way in one block form."
"Collibra lacks the capability to read Python or R scripts, which is essential for data transformations in our pipeline ecosystems."
"Recently, I find that the default process of issue management in Collibra is really complex — It wasn't really helpful to us."
"The interface is not very user-friendly and can be difficult to navigate."
"Collibra gives a lot of facilities in the cloud, but achieving those facilities on-prem becomes a big challenge"
 

Pricing and Cost Advice

Information not available
"We purchase its annual license. There is an extra cost for additional users."
"I am not so much aware of price details. Initially, there was an add-on NuSoft license to use the DVC connector that NuSoft gives to create integrations, but Collibra is now phasing out of it slowly. Collibra is cutting ties with them is what we have been led to believe, and we have started developing on Spring Boot, which is open source."
"Generally, it is a rather expensive solution compared to some other tools in the market, but I found it to be fair-priced for its capabilities."
"Collibra Governance is expensive - I would rate its pricing as one out of five."
"The product's pricing is high, which its comprehensive features and capabilities may justify."
"Collibra Governance is an expensive solution."
"Collibra provides you with a license based on the subscription model that you purchase."
"I rate the pricing a three on a scale of one to ten, where one is expensive, and ten is cheap."
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Manufacturing Company
11%
Computer Software Company
9%
Healthcare Company
9%
Financial Services Firm
20%
Computer Software Company
13%
Manufacturing Company
8%
Insurance 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 Collibra Governance?
We use the solution's Data Stewardship part.
What is your experience regarding pricing and costs for Collibra Governance?
The pricing of Collibra Governance is moderate. It is neither extremely costly nor very cheap, as it depends on the use case and specific requirements.
What needs improvement with Collibra Governance?
There is room for improvement in the Collibra Data Catalog regarding data classification and categorization. It struggles to catalog all categories of data, particularly sensitive data on-prem, whi...
 

Also Known As

AtScale, AtScale Intelligence Platform
Collibra
 

Overview

 

Sample Customers

Rakuten, TD Bank, Aetna, Glaxo-Smith Kline, Biogen, Toyota, Tyson
Ministry of Economy Science and Innovation, Aspen Insurance, Barry Callebaut, Colt
Find out what your peers are saying about Microsoft, Informatica, Collibra and others in Data Governance. Updated: May 2025.
851,604 professionals have used our research since 2012.