Ataccama ONE Platform vs ibi Data Quality comparison

Ataccama and Information Builders are both solutions in the Data Quality category. Ataccama is ranked #4 with an average rating of 9.0, while Information Builders is ranked #11 with an average rating of 9.0. Ataccama holds a 5.2% mindshare in DQ, compared to Information Builders’s 2.0% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 100% of Information Builders users who would recommend it.

Ataccama ONE Platform

Read 15 Ataccama ONE Platform reviews

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1,019 Comparison Views

100% willing to recommend

ibi Data Quality

Read 2 ibi Data Quality reviews

369 Views
266 Comparison Views

100% willing to recommend

Ataccama ONE Platform

ibi Data Quality

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Executive SummaryUpdated on Nov 16, 2025

ibi Data Quality and Ataccama ONE Platform are competing in the data management solutions category. ibi Data Quality has an advantage in pricing and support, whereas Ataccama ONE Platform stands out with its comprehensive features, appealing to users who prioritize functionality despite higher costs.

Features: ibi Data Quality focuses on data cleansing, profiling, and enhancing data accuracy and consistency. Ataccama ONE Platform offers data discovery, governance, and advanced AI-driven automation capabilities, making it a comprehensive solution for integrated data management.

Ease of Deployment and Customer Service: ibi Data Quality is noted for straightforward deployment and a responsive support team, ideal for organizations with limited technical capacity. Ataccama ONE Platform supports flexible deployment, including cloud and on-premises options, with robust customer support, catering to larger enterprises with complex needs.

Pricing and ROI: ibi Data Quality provides cost-effective solutions with lower initial setup costs, ensuring value for smaller budgets and quicker ROI. Ataccama ONE Platform may require higher initial investment but offers potential for greater long-term returns through its extensive capabilities and scalability.

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

Buyer's Guide

Ataccama ONE Platform vs. ibi Data Quality

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 Data Quality

4th

Ranking in Data Scrubbing Software

5th

Average Rating

7.8

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Master Data Management (MDM) Software (6th), Data Governance (15th), AI Observability (16th)

ibi Data Quality

Ranking in Data Quality

11th

Ranking in Data Scrubbing Software

7th

Average Rating

9.0

Reviews Sentiment

8.2

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of December 2025, in the Data Quality category, the mindshare of Ataccama ONE Platform is 5.2%, down from 8.5% compared to the previous year. The mindshare of ibi Data Quality is 2.0%, up from 0.1% 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	5.2%
ibi Data Quality	2.0%
Other	92.8%

Data Quality

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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Vishnu Polagani

Solutions Architect at GreenZone Solutions Inc

Offers numerous prebuilt data quality plans that can be reused for various data cleansing tasks

We had many duplicates originating from different source systems. We were able to match and deduplicate a significant amount of data. Additionally, we could synchronize and write back the latest information to the systems that were out of sync, ensuring they had the most recent data. As a result, we could write back and update the source systems.

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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

"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 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."

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

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

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

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

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

"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."

More Ataccama ONE Platform pros

"Ibi Data Quality offers numerous prebuilt data quality plans that can be reused for various data cleansing tasks. Additionally, it provides a variety of prebuilt match and merge rules for performing master data management,"

"Works quickly to develop and deploy to production."

Cons

"I would not say Ataccama ONE Platform is one hundred percent stable. I would rate it at seventy percent stable."

"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."

"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."

"I have heard that the licensing and setup costs are quite high, especially if we try to connect for a support call."

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

"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."

"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."

More Ataccama ONE Platform cons

"Special integration support could be improved."

"Their data governance portal can be improved. It lacks data governance-related features. Also, PII and anomaly detection could be valuable use cases for ibi. Adding these features would be a great enhancement."

Pricing and Cost Advice

"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."

"There is no need to buy a license. You can just download it and use it for free."

"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."

Information not available

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Top Industries

By visitors reading reviews

Financial Services Firm

12%

Manufacturing Company

12%

Computer Software Company

10%

Energy/Utilities Company

No data available

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?

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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...

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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...

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What is your experience regarding pricing and costs for iWay Omni-Gen Data Quality?

There is an upgrade to the existing version, where a different license could be used, but we have a perpetual license. I rate the product’s pricing a three out of ten, where one is cheap, and ten i...

See all answers

What needs improvement with iWay Omni-Gen Data Quality?

Their data governance portal can be improved. It lacks data governance-related features. Also, PII and anomaly detection could be valuable use cases for ibi. Adding these features would be a great ...

See all answers

What advice do you have for others considering iWay Omni-Gen Data Quality?

For the on-prem solution, we installed a package on the web server. This package included web-based tools and development tools, which were Eclipse-based toolsets. These tools allowed us to design ...

See all answers

Comparisons

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

Compared 14% of the time

Microsoft Purview Data Governance vs Ataccama ONE Platform

Compared 12% of the time

Collibra Platform vs Ataccama ONE Platform

Compared 12% of the time

Qlik Talend Cloud vs Ataccama ONE Platform

Compared 6% of the time

Profisee vs Ataccama ONE Platform

Compared 3% of the time

More Ataccama ONE Platform Competitors

Qlik Talend Cloud vs ibi Data Quality

Compared 48% of the time

SAP Data Quality Management vs ibi Data Quality

Compared 16% of the time

More ibi Data Quality Competitors

Product Reports

Buyer's Guide

Ataccama ONE Platform

December 2025

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Buyer's Guide

Data Quality

December 2025

Download ibi Data Quality product report

Also Known As

Ataccama DQ Analyzer

iWay Software Data Quality, iWay Omni-Gen Data Quality Edition, Omni-Gen Data Quality

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

With AI-assisted workflows, and a knowledge hub of reusable components for profiling, validating, and fixing enterprise data elements, ibi Data Quality software engages both business and technical users. It improves the quality of data anywhere it enters your landscape, via online apps, data streams, message queues, and batch interfaces. Use the ibi Data Quality solution as a standalone product, or take advantage of its web APIs to improve the effectiveness of your downstream integration, migration, BI, analytics, AI/ML, and MDM efforts.

Information Builders

Sample Customers

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

ICA Fluor, Estonia Police Department, Kansas City Police Department

Buyer's Guide

Ataccama ONE Platform vs. ibi Data Quality

December 2025

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