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Ataccama ONE Platform vs TIBCO EBX comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Nov 16, 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 Master Data Management (MDM) Software
5th
Average Rating
7.8
Reviews Sentiment
6.7
Number of Reviews
15
Ranking in other categories
Data Quality (4th), Data Scrubbing Software (4th), Data Governance (11th), AI Observability (40th)
TIBCO EBX
Ranking in Master Data Management (MDM) Software
2nd
Average Rating
8.0
Reviews Sentiment
5.9
Number of Reviews
22
Ranking in other categories
Cloud Master Data Management (MDM) (3rd)
 

Mindshare comparison

As of February 2026, in the Master Data Management (MDM) Software category, the mindshare of Ataccama ONE Platform is 8.1%, up from 6.8% compared to the previous year. The mindshare of TIBCO EBX is 9.1%, down from 12.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Master Data Management (MDM) Software Market Share Distribution
ProductMarket Share (%)
TIBCO EBX9.1%
Ataccama ONE Platform8.1%
Other82.8%
Master Data Management (MDM) Software
 

Featured Reviews

Akhil Danturti - PeerSpot reviewer
Data Governance Analyst at Entain India
Streamlines reusable data quality rules and has highlighted the need for richer logic and documentation
I worked in Ataccama ONE Platform from version 5 and now we have version 15, which has improved a lot. However, there is still considerable scope for improvement because Ataccama ONE Platform was not that great around 2020 when I started working with it. There can still be more features including writing any logic, improving more keywords for logic building, and enhancing address validation, based on my understanding. User experience is actually good; I do not have any complaints or feedback on that. However, the documentation part can be improved because documentation is key for any organization or tool. If anything is needed for understanding, you have to rely on documentation. Ataccama's documentation has potential for improvement.
reviewer2731320 - PeerSpot reviewer
Associate Director at a financial services firm with 10,001+ employees
Improved workflow collaboration and data flexibility enhance team efficiency, but performance and logout issues require attention
Regarding improvements or enhancements in TIBCO EBX, when it comes to 5.8 to 5.9, there was a really good feature added, which is the hyperlink. When you click on a table, you navigate to deeper tables. If there is a table with ten fields, those ten fields are taken from a second table and interrelated to a third table, you can keep clicking on each field and go deeper and deeper. To come each level above, there is a hyperlink created on the top. You just need to click on the hyperlink and keep navigating back, similar to certain websites. However, there were some drawbacks I noticed with the latest version 6, particularly in terms of performance, where in a few cases, the performance was impacted, necessitating work to get things sorted. Additionally, the logout from the application happened randomly or sometimes it wasn't logging out, which is a compliance issue since users expect to log out after a certain time. Version 6 introduced a strong filtration logic. All EBX versions have a separate section for filters that offer text search and advanced search options. In EBX 6, they enhanced the search feature deeply, including conjunctions and, or, else, allowing you to create your own logic for how you need the filter to work. They also introduced a top-level search feature, where you enter some text, and it searches the entire table. With the latest update of TIBCO EBX, there are a few issues with the workflow that need improvement. When going through a workflow, there are functionalities to upload files, and sometimes you need to attach files for evidence. That section of EBX had certain issues. We dropped the plan to switch to EBX 6 due to other technical limitations on our side. Those were a few pending items we had raised to them, and they were working on resolving them. From a usage point of view, those were the main concerns, but they introduced a good idea about the side panel. The pagination concept was introduced to navigate among different domains, and in the left panel, you have search capabilities and pagination functionality.

Quotes from Members

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

Pros

"Ataccama ONE Platform has helped us narrow it down to sixty-five million, which is a big win—at least a twenty million reduction in the data size or the storage size."
"The notable aspect lies in the workflow structure, where building the workflow aligns significantly with data governance."
"It is also easy to deploy."
"The drag-and-drop feature is incredibly flexible and straightforward."
"The data profile itself is excellent. You can understand the quality of the data in layman's terms."
"Ataccama ONE Platform has positively impacted our organization because before its implementation, completing tasks such as more than 100 or thousands of rules took more than a week, and now we complete those tasks in less than two or three days due to the automation and one-time task capability."
"At the beginning, we had almost 80 percent data quality, and after using Ataccama ONE Platform, we reached 90 percent."
"Customer service was excellent, and I would give it a ten out of ten."
"The most valuable features of TIBCO EBX are the workflow and interface."
"TIBCO EBX saves a lot of time and gives considerable flexibility to business users who might not be completely technical but can work on it in specific areas."
"The initial setup is easy and straightforward."
"The customizable data model feature of TIBCO EBX has helped in addressing the complex data requirements of our organization, as its customizability is not only limited to the UI functionality, but also provides extended functionality to use external APIs within the code on the data model level and workflow model level."
"EBX is cost-effective as it is a web-based application."
"We decided to switch to TIBCO EBX because we can organize the data, and it helps manage this data for an accurate and consistent view of the physical business data."
"The data modeling is very good."
"We decided to switch to TIBCO EBX because we can organize the data, and it helps manage this data for an accurate and consistent view of the physical business data."
 

Cons

"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."
"It was a little tough for my team to learn and start using Ataccama ONE Platform because the documentation at that time was not good."
"It is complicated to fetch 20-25 reports when we profile the data."
"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."
"When hybrid deployment is done, it doesn't have an option to load any kind of file directly into Ataccama ONE Platform."
"Data movement is a pain."
"I think the algorithms used in Ataccama ONE Platform need to be defined more and more to figure out things much more perfectly than they are now."
"They could focus more on marketing the product. The current marketing strategy is not working."
"The support isn't great and takes too long. And the pricing can be improved."
"Currently, users can't use Plain SQL queries in TIBCO EBX."
"TIBCO EBX could improve by making the building of rules less complex and the repository is not robust."
"With complex data models or when there are more records and association tables, the system experiences noticeable slowness in loading records."
"The documentation needs improvement."
"We would like to see the community an documentation for this solution be developed. At present there is very little tutorial documentation available, and limited community support for issues with the product."
"We observe performance issues lately. If we perform any bulk update or use the bulk functionality to update the data, during that time, the index rebuild happens in the back end. The operations team faces issues, including downtime or slowness, and we monitor it, performing any required actions such as restarting applications."
"The design should be easier and more visual."
 

Pricing and Cost Advice

"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."
"The product is reasonably priced."
"There is no need to buy a license. You can just download it and use it for free."
"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."
"TIBCO EBX is cheaper than Informatica."
"I'm just involved in technical, but I understand that its pricing is similar to HP so it is quite expensive."
"TIBCO EBX is a very expensive solution. There is an annual fee to use the solution."
"This solution is costly compared to other products on the market, but this is due to the complete functionality that is provided. The pricing model is very straightforward, and is worked out on a pay-per- instance basis, and only applies to active instances."
"The price of TIBCO EBX is too high. The solution can only be used in a project that has good sponsorship that can afford it."
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Top Industries

By visitors reading reviews
Financial Services Firm
12%
Manufacturing Company
11%
Computer Software Company
8%
Energy/Utilities Company
7%
Financial Services Firm
16%
Computer Software Company
12%
Manufacturing Company
9%
Energy/Utilities Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Large Enterprise11
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise18
 

Questions from the Community

What needs improvement with Ataccama ONE Platform?
I worked in Ataccama ONE Platform from version 5 and now we have version 15, which has improved a lot. However, there is still considerable scope for improvement because Ataccama ONE Platform was n...
What is your primary use case for Ataccama ONE Platform?
My main use case for Ataccama ONE Platform is to develop data quality rules, apply them in the monitoring project, and then triage the issues with the data quality rules. For example, we had a proj...
What advice do you have for others considering Ataccama ONE Platform?
Ataccama ONE Platform was on-premise before but has moved to a hybrid cloud now. Ataccama ONE Platform integrates with other tools or systems in my organization. Ataccama ONE Platform connects with...
What needs improvement with Orchestra Networks EBX?
AI could be implemented in TIBCO EBX. Currently, most tools are moving in that direction, so this could be added. The performance in our company, which has a multi-tenant setup, is an issue because...
What is your primary use case for Orchestra Networks EBX?
The most common use cases for TIBCO EBX include creating data models, data spaces, data sets, workflows, REST services, triggers, constraints, value functions, schema extensions, and access rules. ...
 

Also Known As

Ataccama DQ Analyzer
TIBCO MDM, Orchestra Networks EBX
 

Overview

 

Sample Customers

Société Générale, First Data, Raiffeisenbank International, T-Mobile, Avast, RSA, Toronto Public Library
BNL, SunGard, TUI Group, Uti Worldwide, Yellow Pages Group
Find out what your peers are saying about Ataccama ONE Platform vs. TIBCO EBX and other solutions. Updated: February 2026.
881,733 professionals have used our research since 2012.