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Ataccama ONE Platform vs Oracle Data Relationship Management comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 22, 2026

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
4th
Average Rating
7.8
Reviews Sentiment
6.7
Number of Reviews
15
Ranking in other categories
Data Quality (4th), Data Scrubbing Software (3rd), Data Governance (13th), AI Observability (21st)
Oracle Data Relationship Ma...
Ranking in Master Data Management (MDM) Software
7th
Average Rating
8.8
Reviews Sentiment
6.0
Number of Reviews
6
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the Master Data Management (MDM) Software category, the mindshare of Ataccama ONE Platform is 8.3%, up from 7.7% compared to the previous year. The mindshare of Oracle Data Relationship Management is 3.3%, down from 3.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Master Data Management (MDM) Software Mindshare Distribution
ProductMindshare (%)
Ataccama ONE Platform8.3%
Oracle Data Relationship Management3.3%
Other88.4%
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.
reviewer951816 - PeerSpot reviewer
Senior DRM Architect at a financial services firm with 10,001+ employees
Enhancing data management with valuable workflow features while seeking improved automation capabilities
We use Oracle Data Relationship Management for enterprise reference data and finance reference data. Additionally, we utilize it for master data management in our industry It has been fine for what we need it for, adapting to changes in regulations and compliance requirements. It supports our…

Quotes from Members

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

Pros

"The drag-and-drop feature is incredibly flexible and straightforward."
"The product’s important feature is data profiling and quality check."
"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."
"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."
"For small databases, it is fast and convenient."
"Ataccama ONE Platform has positively impacted my organization by being much cheaper compared to other DQ tools and providing very good support."
"It is also easy to deploy."
"The software itself is quite good and met all my requirements."
"Using DRG within Oracle Data Relationship Management has been beneficial for our organization."
"DRM customer service is top notch since it is a small set of people that use it."
"With this application, if data was entered manually with a system whose data we migrated onto the DRM system, we can automate 90% of that manual entry."
"The most valuable feature is the ability to use JavaScript in formulas."
"Implementing the workflow portion of DRM which is called Data Relationship Governance (DRG) the client cut that time down to an hour."
"It is a stable solution. Stability-wise, I rate the solution a ten out of ten."
"As a product that integrates out of the box with Oracle EBS and Hyperion the product has proved to be a great step forward in allowing us to manage reference data across multiple platforms and something that we were able to deploy quite easily."
 

Cons

"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."
"The interfacing to tools such as Collibra was somewhat cumbersome and required more thought."
"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."
"They could focus more on marketing the product. The current marketing strategy is not working."
"The non-free version has much more capabilities and I did not have the occasion to try it."
"I would not say Ataccama ONE Platform is one hundred percent stable. I would rate it at seventy percent stable."
"Data movement is a pain."
"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."
"The ROI will be a few years. DRM/DRG is really expensive."
"Better external connections and API integrations are needed."
"If you hard-code values into the properties, you'll get customer complaints that DRM is "running slow."
"Improvements are needed in the fees and the licensing part. The tool's price can be made lower."
"Integrating with non-Oracle products needs improvement, it only provides a text output file."
"When we moved to the cloud, it was extremely complicated."
 

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."
"The price of the solution is very, very high."
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Top Industries

By visitors reading reviews
Financial Services Firm
12%
Manufacturing Company
12%
Energy/Utilities Company
7%
Computer Software Company
6%
Financial Services Firm
22%
Manufacturing Company
12%
Educational Organization
7%
Retailer
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Large Enterprise11
No data available
 

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 is your experience regarding pricing and costs for Oracle Data Relationship Management?
I am not privy to pricing information, but we have a very good deal with Oracle, having an enterprise license.
What needs improvement with Oracle Data Relationship Management?
There is a scope for improvement in automation and AI capabilities within Oracle Data Relationship Management. Better external connections and API integrations are needed.
What is your primary use case for Oracle Data Relationship Management?
We use Oracle Data Relationship Management for enterprise reference data and finance reference data. Additionally, we utilize it for master data management in our industry.
 

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
MTN, SITA
Find out what your peers are saying about Ataccama ONE Platform vs. Oracle Data Relationship Management and other solutions. Updated: June 2026.
900,747 professionals have used our research since 2012.