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Ataccama ONE Platform vs Oracle Data Relationship Management comparison

Ataccama and Oracle are both solutions in the Master Data Management (MDM) Software category. Ataccama is ranked #5 with an average rating of 7.7, while Oracle is ranked #7 with an average rating of 8.5. Ataccama holds a 8.4% mindshare in MDM, compared to Oracle’s 3.5% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 100% of Oracle users who would recommend it.
Ataccama ONE Platform
Read 15 Ataccama ONE Platform reviews
  • 3,391 Views
  • 814 Comparison Views
100% willing to recommend
Oracle Data Relationship Ma...
Read 6 Oracle Data Relationship Management reviews
  • 573 Views
  • 476 Comparison Views
100% willing to recommend
 

Comparison Buyer's Guide

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Executive SummaryUpdated on Feb 22, 2026

Oracle Data Relationship Management and Ataccama ONE Platform are competitive tools in data management. Ataccama ONE Platform stands out due to its robust features, although Oracle Data Relationship Management offers advantageous pricing and support, making it appealing to some buyers.

Features: Oracle Data Relationship Management enhances hierarchical management, data governance, and integrative capabilities, making it suitable for complex data structures. Ataccama ONE Platform combines data quality, governance, and integration with AI-driven insights, providing a distinct advantage in feature richness.

Room for Improvement: Oracle Data Relationship Management could improve in user interface sophistication and modern deployment capabilities. Scalability in newer environments and enhanced AI tools are potential areas of growth. Ataccama ONE Platform might benefit from more simplified setup processes, greater integration with legacy systems, and cost transparency improvements for prospective clients evaluating initial investments.

Ease of Deployment and Customer Service: Oracle Data Relationship Management provides a traditional deployment approach that aligns well with legacy systems and includes strong support channels. Ataccama ONE Platform offers modern, flexible deployments often in cloud environments, with a focus on ease of integration and innovative customer service practices.

Pricing and ROI: Oracle Data Relationship Management is regarded as cost-effective, achieving a clear ROI through lower setup expenses and strong support impact. Ataccama ONE Platform may involve higher initial costs but shows significant long-term ROI benefits through extensive features and scalability, which justify the investment for those valuing advanced capabilities.

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To learn more, read our detailed Ataccama ONE Platform vs. Oracle Data Relationship Management Report (Updated: March 2026).
Buyer's Guide
Ataccama ONE Platform vs. Oracle Data Relationship Management
March 2026
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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 (12th), AI Observability (26th)
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 March 2026, in the Master Data Management (MDM) Software category, the mindshare of Ataccama ONE Platform is 8.4%, up from 6.8% compared to the previous year. The mindshare of Oracle Data Relationship Management is 3.5%, up from 2.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Master Data Management (MDM) Software Mindshare Distribution
ProductMindshare (%)
Ataccama ONE Platform8.4%
Oracle Data Relationship Management3.5%
Other88.1%
Master Data Management (MDM) Software
 

Featured Reviews

Akhil Danturti - PeerSpot reviewer
Akhil Danturti
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.
Read full review
reviewer951816 - PeerSpot reviewer
reviewer951816
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…
Read full review

Quotes from Members

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

Pros

"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 data profile itself is excellent. You can understand the quality of the data in layman's terms."
"The notable aspect lies in the workflow structure, where building the workflow aligns significantly with data governance."
"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 my organization by being much cheaper compared to other DQ tools and providing very good support."
"Customer service was excellent, and I would give it a ten out of ten."
"At the beginning, we had almost 80 percent data quality, and after using Ataccama ONE Platform, we reached 90 percent."
"Ataccama ONE Platform goes to some large corporations, we are using it for very big data, there is a lot of data being processed by Ataccama in our organization, and it is very good in scalability."
More Ataccama ONE Platform pros
"The most valuable feature is the ability to use JavaScript in formulas."
"It is a stable solution. Stability-wise, I rate the solution a ten out of ten."
"Using DRG within Oracle Data Relationship Management has been beneficial for our organization."
 

Cons

"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."
"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."
"They could focus more on marketing the product. The current marketing strategy is not working."
"I would not say Ataccama ONE Platform is one hundred percent stable. I would rate it at seventy percent stable."
"I have heard that the licensing and setup costs are quite high, especially if we try to connect for a support call."
"It is complicated to fetch 20-25 reports when we profile the data."
"When hybrid deployment is done, it doesn't have an option to load any kind of file directly into Ataccama ONE Platform."
"The interfacing to tools such as Collibra was somewhat cumbersome and required more thought."
More Ataccama ONE Platform cons
"When we moved to the cloud, it was extremely complicated."
"Better external connections and API integrations are needed."
"Improvements are needed in the fees and the licensing part. The tool's price can be made lower."
 

Pricing and Cost Advice

"There is no need to buy a license. You can just download it and use it for free."
"The product is reasonably priced."
"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."
"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
11%
Computer Software Company
8%
Energy/Utilities Company
7%
No data available
 

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...
See all answers
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...
See all answers
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...
See all answers
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.
See all answers
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.
See all answers
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.
See all answers
 

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Compared 6% of the time
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Compared 5% of the time
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Compared 20% of the time
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Compared 20% of the time
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Compared 10% of the time
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Product Reports

Buyer's Guide
Ataccama ONE Platform
March 2026
Ataccama ONE Platform reportDownload Ataccama ONE Platform product report
Buyer's Guide
Oracle Data Relationship Management
March 2026
Oracle Data Relationship Management reportDownload Oracle Data Relationship Management product report
 

Also Known As

Ataccama DQ Analyzer
No data available
 

Overview

Ataccama ONE Platform provides a comprehensive solution for profiling, cleansing, and integrating data with a user-friendly drag-and-drop interface, enhancing data quality and governance.

Ataccama ONE Platform enhances data profiling and cleansing with easy configuration and robust integration, such as with Collibra. Users value its drag-and-drop capabilities, supporting mainframe, AI, and machine learning. The platform improves data security through profiling and masking while offering extensive integration options. Some areas needing improvement include large database handling and batch management. Additional support for social media data sources, better documentation, and clearer language would be beneficial. Enhanced interfaces, particularly with Collibra, and refined notification systems are desired. This platform suits users seeking improvements in data quality, governance classification, and data migration, connecting with sources like Microsoft SQL, Oracle, and Teradata.

What are the key features of Ataccama ONE Platform?
  • Data Profiling and Cleansing: Enhances data quality with easy configuration.
  • Flexible Integration: Seamless integration with platforms like Collibra.
  • Drag-and-Drop Interface: Provides ease in workflow management.
  • Support for AI and Machine Learning: Offers advanced analytical capabilities.
  • Data Security: Ensures protection with profiling and masking features.
What benefits and ROI can users expect?
  • Improved Data Quality: Enhances data accuracy and reliability.
  • Enhanced Governance: Facilitates better metadata classification and compliance.
  • Increased Efficiency: Streamlines data integration and transformation processes.
  • Advanced Analytics: Leverages AI for insightful data analysis.

In industries like finance and healthcare, Ataccama ONE Platform facilitates data quality management and ensures compliance by connecting with data sources such as Microsoft SQL and Oracle. These industries utilize it for data migration tasks, ensuring data integrity through mapping and transformation processes.

Ataccama

Oracle Data Relationship Management helps proactively manage changes in master data across operational, analytical, and enterprise performance management silos. Users may make changes in their departmental perspectives while ensuring conformance to enterprise standards. Whether processing financial or analytical information, Oracle Data Relationship Management delivers timely, accurate, and consistent master data to drive ongoing operational execution, business intelligence, and performance management.

Oracle
 

Sample Customers

Société Générale, First Data, Raiffeisenbank International, T-Mobile, Avast, RSA, Toronto Public Library
MTN, SITA
Buyer's Guide
Ataccama ONE Platform vs. Oracle Data Relationship Management
March 2026
Free Report: Ataccama ONE Platform vs. Oracle Data Relationship Management
Find out what your peers are saying about Ataccama ONE Platform vs. Oracle Data Relationship Management and other solutions. Updated: March 2026.
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