Ataccama ONE Platform vs Oracle Data Quality comparison

Ataccama and Oracle are both solutions in the Data Quality category. Ataccama is ranked #4 with an average rating of 8.0, while Oracle is ranked #15. Ataccama holds a 7.0% mindshare in DQ, compared to Oracle’s 2.0% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 88% of Oracle users who would recommend it.

Ataccama ONE Platform

Read 10 Ataccama ONE Platform reviews

2,615 Views
1,020 Comparison Views

100% willing to recommend

Oracle Data Quality

Read 8 Oracle Data Quality reviews

388 Views
384 Comparison Views

88% willing to recommend

Ataccama ONE Platform

Oracle Data Quality

Comparison Buyer's Guide

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Executive SummaryUpdated on Aug 13, 2025

Oracle Data Quality and Ataccama ONE Platform compete in data management. While Oracle is renowned for its data cleansing and profiling, Ataccama stands out with a comprehensive suite enhancing data governance and integration, making it a strong contender.

Features: Oracle Data Quality is known for its robust data cleansing, profiling, and deduplication capabilities, ensuring data accuracy and consistency. Ataccama ONE Platform combines data quality, governance, and integration in one solution, providing automated data profiling and a flexible workflow structure. Ataccama's machine learning support further enables advanced data management capabilities.

Room for Improvement: Oracle Data Quality could enhance its user interface and integration with newer technologies to streamline processes. Scalability in Oracle environments can also become cumbersome. Ataccama ONE Platform can improve by offering more out-of-the-box connectors and refining its pricing model to be more competitive. Additionally, enhancing the learning curve for new users could make Ataccama more accessible.

Ease of Deployment and Customer Service: Oracle Data Quality offers a straightforward deployment process backed by reliable support, though it can become complex with larger setups. Ataccama ONE Platform's modular architecture allows for flexible deployment. Its comprehensive customer support further enhances user experience, especially in complex implementations.

Pricing and ROI: Oracle Data Quality involves a higher initial setup cost but provides significant ROI where data quality is a priority. Ataccama ONE Platform, though initially expensive due to its broad functionality, generally results in better long-term ROI because of its comprehensive solution, appealing to businesses investing in an integrated approach.

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

Buyer's Guide

Ataccama ONE Platform vs. Oracle Data Quality

September 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 Data Quality

4th

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Data Scrubbing Software (2nd), Master Data Management (MDM) Software (4th), Data Governance (11th)

Oracle Data Quality

Ranking in Data Quality

15th

Average Rating

8.4

Reviews Sentiment

7.9

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of September 2025, in the Data Quality category, the mindshare of Ataccama ONE Platform is 7.0%, up from 7.0% compared to the previous year. The mindshare of Oracle Data Quality is 2.0%, up from 1.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Quality Market Share Distribution
Product	Market Share (%)
Ataccama ONE Platform	7.0%
Oracle Data Quality	2.0%
Other	91.0%

Data Quality

Featured Reviews

JohnZacharkan

Senior Architect at SourcEdge

Enhanced data quality with machine learning support in diverse environments

We used Ataccama ONE to read data from the mainframe for a data quality perspective. There's a significant lack in that area with tools being able to interface with mainframe. MetLife has a diverse environment, including DB2, Oracle, SQL Server, legacy, and vSAN files. Being able to work in these various environments and put them to a single data quality tool was very appealing. Additionally, Ataccama supported AI and machine learning, which was one of the features I liked. Furthermore, we were able to interface bidirectionally with Collibra for data governance, catching data quality issues before propagating through the system.

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Venkatraman Bhat

Deliver Head - Database and Infrastructure Cloud Services at Tech Mahindra Limited

Fast, has good extraction, validation, and transformation features, and provides good support

Though validation is good and fast enough in Oracle Data Quality, an area for improvement is the accuracy of the validation. Though the solution offers multidimensional validation, it needs a bit more improvement in the accuracy aspect because smaller products can offer better accuracy in terms of validation compared to Oracle Data Quality. What I'd like to see from the solution in its next release, is an increase in compliances and regulations that would allow it to cover all industries because multiple verticals demand data quality nowadays, and this improvement will be helpful as Oracle Data Quality is an in-built delivered solution.

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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 data profile itself is excellent. You can understand the quality of the data in layman's terms."

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

"The notable aspect lies in the workflow structure, where building the workflow aligns significantly with data governance."

"It is also easy to deploy."

"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 product’s important feature is data profiling and quality check."

"Customer service was excellent, and I would give it a ten out of ten."

"The drag-and-drop feature is incredibly flexible and straightforward."

"The features I like most about Oracle Data Quality include extraction, transformation, and validation, which makes it a multipurpose product such as Oracle GoldenGate and Oracle Data Integrator. I also like that Oracle Data Quality is very fast, so you can use it for a large volume of data within a short period. You have to do the validation very quickly, so the solution helps in that area of data quality. Another feature of Oracle Data Quality that I like is the MDM (Master Data Management) where you'll have a single source of protection, and this makes the solution perfect and helpful to my company."

"Once it is set up, it is easy to use and maintain."

"I have found the most valuable features to be data cleansing and deduplication."

"With Oracle Data Quality, the most valuable feature is entity matching."

Cons

"There is a notable challenge in having to provide detailed filters before the site recognizes the search criteria."

"Although DQA can fetch data from most of the commonly used data sources, it has limited modifiers to get data, meaning that the number of technologies from which the data can be acquired is limited. For example, DQA does not support fetching data from Twitter or Facebook. Many competitors have this feature."

"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."

"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 is complicated to fetch 20-25 reports when we profile the data."

"They could focus more on marketing the product. The current marketing strategy is not working."

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

"Though validation is good and fast enough in Oracle Data Quality, an area for improvement is the accuracy of the validation. Though the solution offers multidimensional validation, it needs a bit more improvement in the accuracy aspect because smaller products can offer better accuracy in terms of validation compared to Oracle Data Quality. What I'd like to see from the solution in its next release, is an increase in compliances and regulations that would allow it to cover all industries because multiple verticals demand data quality nowadays, and this improvement will be helpful as Oracle Data Quality is an in-built delivered solution."

"Oracle Data Quality should integrate with data warehousing solutions such as Azure and CWS Office. For example, having the ability to integrate with tools, such as Azure Synapse and SQL data warehousing would be a great benefit."

"If the length of time required for deployment was reduced then it would be very helpful."

"Oracle is currently not that intuitive. We need to use programmers to write code for a lot of the procedures. We need to have them write CL SQL code and write a CL script."

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 this solution is comparable to other similar solutions."

"The vendor needs to revisit their pricing strategy."

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Top Industries

By visitors reading reviews

Financial Services Firm

13%

Manufacturing Company

10%

Computer Software Company

Insurance Company

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	3
Large Enterprise	7

By reviewers
Company Size	Count
Midsize Enterprise	2
Large Enterprise	7

Questions from the Community

What do you like most about Ataccama ONE Platform?

The notable aspect lies in the workflow structure, where building the workflow aligns significantly with data governance.

See all answers

What needs improvement with Ataccama ONE Platform?

The interfacing to tools such as Collibra was somewhat cumbersome and required more thought. While it was possible to configure these interfaces, they required some coding. It would be beneficial i...

See all answers

What is your primary use case for Ataccama ONE Platform?

Some of the use cases for Ataccama ONE included data quality, identifying and mapping to Collibra, which was their data governance tool. It was critical for them to interface directly with that too...

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Comparisons

Microsoft Purview Data Governance vs Ataccama ONE Platform

Compared 18% of the time

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

Compared 16% of the time

Collibra Governance vs Ataccama ONE Platform

Compared 12% of the time

Talend Data Quality vs Ataccama ONE Platform

Compared 8% of the time

Profisee vs Ataccama ONE Platform

Compared 6% of the time

More Ataccama ONE Platform Competitors

Trillium Quality vs Oracle Data Quality

Compared 61% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Oracle Data Quality

Compared 39% of the time

More Oracle Data Quality Competitors

Product Reports

Buyer's Guide

Ataccama ONE Platform

September 2025

Download Ataccama ONE Platform product report

Buyer's Guide

Data Quality

August 2025

Download Oracle Data Quality product report

Also Known As

Ataccama DQ Analyzer

Datanomic

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 Enterprise Data Quality delivers a complete, best-of-breed approach to party and product data, resulting in trustworthy master data that integrates with applications to improve business insight.

Oracle

Sample Customers

Société Générale, First Data, Raiffeisenbank International, T-Mobile, Avast, RSA, Toronto Public Library

Roka Bioscience, Statistics Centre _ Abu Dhabi , Raymond James Financial inc., CaixaBank, Industrial Bank of Korea, Posco, NHS Business Services Authority, RWE Power, LIFE Financial Group,

Buyer's Guide

Ataccama ONE Platform vs. Oracle Data Quality

September 2025

Free Report: Ataccama ONE Platform vs. Oracle Data Quality

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