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 #8 with an average rating of 8.5. Ataccama holds a 7.2% mindshare in MDM, compared to Oracle’s 3.4% 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

2,954 Views
532 Comparison Views

100% willing to recommend

Oracle Data Relationship Ma...

Read 6 Oracle Data Relationship Management reviews

425 Views
323 Comparison Views

100% willing to recommend

Ataccama ONE Platform

Oracle Data Relationship Ma...

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Executive SummaryUpdated on Nov 16, 2025

Oracle Data Relationship Management and Ataccama ONE Platform compete in data management and governance. While Oracle excels in support and pricing satisfaction, Ataccama is renowned for its comprehensive feature set and perceived value for its cost.

Features: Oracle Data Relationship Management offers robust data governance and precise control in data hierarchy management. Its ability to integrate with Oracle EBS and Hyperion and manage hierarchies with version control are highly appreciated. Ataccama ONE Platform focuses on data quality management with integrated data profiling, cleansing, and analytics, enhanced by user-friendly interfaces and flexible deployment.

Room for Improvement: Oracle Data Relationship Management could benefit from enhanced flexibility in adding business logic automatically and simplifying its batch script automation. It also requires improvements in leveraging its use beyond ERP functions. Ataccama ONE Platform could improve its optimization process post-deployment and enhance seamless integration with diverse legacy systems. Additionally, while it caters well to data profiling, its mainframe interface capabilities could be expanded.

Ease of Deployment and Customer Service: Oracle Data Relationship Management provides flexible deployment and extensive support, ensuring easier integration with existing systems. Ataccama ONE Platform offers a modern, streamlined interface and efficient deployment capabilities but may require additional effort for post-deployment optimization. Oracle emphasizes support and flexibility, while Ataccama focuses on user-friendly deployment with a less complex initial setup.

Pricing and ROI: Oracle Data Relationship Management generally has lower setup costs with favorable ROI through specialized offerings, making it cost-effective. Ataccama ONE Platform, though having higher initial costs, provides substantial ROI by enhancing data accuracy and enabling cost savings over time due to its expansive feature set.

To learn more, read our detailed Ataccama ONE Platform vs. Oracle Data Relationship Management Report (Updated: December 2025).

Buyer's Guide

Ataccama ONE Platform vs. Oracle Data Relationship Management

December 2025

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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

Ranking in other categories

Data Quality (4th), Data Scrubbing Software (4th), Data Governance (10th), AI Observability (39th)

Oracle Data Relationship Ma...

Ranking in Master Data Management (MDM) Software

8th

Average Rating

8.8

Reviews Sentiment

6.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of January 2026, in the Master Data Management (MDM) Software category, the mindshare of Ataccama ONE Platform is 7.2%, up from 6.7% compared to the previous year. The mindshare of Oracle Data Relationship Management is 3.4%, up from 2.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Master Data Management (MDM) Software Market Share Distribution
Product	Market Share (%)
Ataccama ONE Platform	7.2%
Oracle Data Relationship Management	3.4%
Other	89.4%

Master Data Management (MDM) Software

Featured Reviews

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.

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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…

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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."

"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."

"Ataccama ONE Platform has positively impacted my organization by being much cheaper compared to other DQ tools and providing very good support."

"The ease of use of the user console is valuable."

"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."

"At the beginning, we had almost 80 percent data quality, and after using Ataccama ONE Platform, we reached 90 percent."

More Ataccama ONE Platform pros

"It is a stable solution. Stability-wise, I rate the solution a ten out of ten."

"The most valuable feature is the ability to use JavaScript in formulas."

"Using DRG within Oracle Data Relationship Management has been beneficial for our organization."

Cons

"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."

"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."

"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."

"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."

"The interfacing to tools such as Collibra was somewhat cumbersome and required more thought."

"When hybrid deployment is done, it doesn't have an option to load any kind of file directly into Ataccama ONE Platform."

"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."

More Ataccama ONE Platform cons

"Better external connections and API integrations are needed."

"When we moved to the cloud, it was extremely complicated."

"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."

"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 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."

"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%

Computer Software Company

Energy/Utilities Company

Financial Services Firm

19%

Manufacturing Company

13%

Educational Organization

11%

Performing Arts

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	4
Large Enterprise	11

No data available

Questions from the Community

What needs improvement with Ataccama ONE Platform?

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

Comparisons

Informatica Intelligent Data Management Cloud (IDMC) vs Ataccama ONE Platform

Compared 12% of the time

Microsoft Purview Data Governance vs Ataccama ONE Platform

Compared 11% of the time

Semarchy xDM vs Ataccama ONE Platform

Compared 11% of the time

Collibra Platform vs Ataccama ONE Platform

Compared 10% of the time

Qlik Talend Cloud vs Ataccama ONE Platform

Compared 5% of the time

More Ataccama ONE Platform Competitors

TIBCO EBX vs Oracle Data Relationship Management

Compared 30% of the time

Microsoft MDS vs Oracle Data Relationship Management

Compared 28% of the time

SAP Master Data Governance vs Oracle Data Relationship Management

Compared 22% of the time

More Oracle Data Relationship Management Competitors

Product Reports

Buyer's Guide

Ataccama ONE Platform

January 2026

Download Ataccama ONE Platform product report

Buyer's Guide

Oracle Data Relationship Management

January 2026

Oracle Data Relationship Management report

Download 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

December 2025

Free Report: Ataccama ONE Platform vs. Oracle Data Relationship Management

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