Ataccama ONE Platform vs IBM Infosphere Information Analyzer comparison

Ataccama and IBM are both solutions in the Data Quality category. Ataccama is ranked #4 with an average rating of 7.7, while IBM is ranked #6 with an average rating of 9.0. Ataccama holds a 4.5% mindshare in DQ, compared to IBM’s 2.6% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 66% of IBM users who would recommend it.

Ataccama ONE Platform

Read 15 Ataccama ONE Platform reviews

3,219 Views
1,127 Comparison Views

100% willing to recommend

IBM Infosphere Information ...

Read 6 IBM Infosphere Information Analyzer reviews

592 Views
574 Comparison Views

66% willing to recommend

Ataccama ONE Platform

IBM Infosphere Information ...

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Executive SummaryUpdated on Nov 16, 2025

IBM Infosphere Information Analyzer and Ataccama ONE Platform compete in the data management space focused on data analysis and quality. IBM Infosphere Information Analyzer has the upper hand in pricing and support, while Ataccama ONE Platform's expansive features justify its higher price.

Features: IBM Infosphere Information Analyzer offers robust data profiling, data quality assessment, and accessibility from anywhere. It is easy to learn for non-technical business users. Ataccama ONE Platform features an integrated data management suite, automation, AI-driven data governance, and flexible workflow structure aligning with data governance.

Room for Improvement: IBM Infosphere Information Analyzer can improve its integration capabilities and expand its automation features for complex data environments. It could also enhance flexibility in deployment configurations. Ataccama ONE Platform might benefit from simplifying its modular deployment process, enhancing user interface consistency across modules, and improving documentation for less experienced users.

Ease of Deployment and Customer Service: IBM Infosphere Information Analyzer provides straightforward deployment with accessible customer support. In contrast, Ataccama ONE Platform offers a modular deployment approach with comprehensive customer service, suitable for complex environments.

Pricing and ROI: IBM Infosphere Information Analyzer is cost-effective with competitive setup costs and solid ROI driven by ease of use and customer satisfaction. Ataccama ONE Platform, with a higher initial investment, delivers strong ROI through extensive features and flexibility, offering value linked to its comprehensive functionalities.

To learn more, read our detailed Ataccama ONE Platform vs. IBM Infosphere Information Analyzer Report (Updated: February 2026).

Buyer's Guide

Ataccama ONE Platform vs. IBM Infosphere Information Analyzer

February 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 Data Quality

4th

Average Rating

7.8

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Scrubbing Software (4th), Master Data Management (MDM) Software (5th), Data Governance (11th), AI Observability (40th)

IBM Infosphere Information ...

Ranking in Data Quality

6th

Average Rating

7.4

Reviews Sentiment

5.8

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of February 2026, in the Data Quality category, the mindshare of Ataccama ONE Platform is 4.5%, down from 9.1% compared to the previous year. The mindshare of IBM Infosphere Information Analyzer is 2.6%, up from 2.4% 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	4.5%
IBM Infosphere Information Analyzer	2.6%
Other	92.9%

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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Tirthankar Roy Chowdhury

Teamlead at Tata consultancy services

Accessible from anywhere and easy to learn even for non-technical users, but needs more connectors and faster issue resolution from technical support

What could be improved or added to IBM Infosphere Information Analyzer is more connectors. This solution comes in a package with IBM InfoSphere DataStage and is missing a lot of connectors to various, new data sources, so IBM needs to work on that area. Compared with competitors such as Informatica and Alation which acquired other small companies to work on the connectors, IBM has not done any testing and has tried to develop the connectors in-house, but that's taking a lot of time. As a result, my company is unable to connect to a lot of data sources, particularly modern data sources.

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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 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."

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

"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 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 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."

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

More Ataccama ONE Platform pros

"What's most useful in IBM Infosphere Information Analyzer is you can access it from anywhere. It's also pretty easy to learn, so even non-technical business people use it and found the solution easy to learn."

"You can also schedule and run data quality on the critical data elements on the databases."

Cons

"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."

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

"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."

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

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

"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."

"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

"The solution is outdated and is not on cloud."

"What could be improved or added to IBM Infosphere Information Analyzer is more connectors. This solution comes in a package with IBM InfoSphere DataStage and is missing a lot of connectors to various, new data sources, so IBM needs to work on that area. Compared with competitors such as Informatica and Alation which acquired other small companies to work on the connectors, IBM has not done any testing and has tried to develop the connectors in-house, but that's taking a lot of time. As a result, my company is unable to connect to a lot of data sources, particularly modern data sources."

Pricing and Cost Advice

"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."

"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."

"For the licensing cost of IBM Infosphere Information Analyzer, I have no information on the exact cost, but as it's bundled with other IBM products such as IBM InfoSphere Information Governance Catalog and IBM InfoSphere DataStage, the bundle is expensive when compared to competitor pricing."

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Top Industries

By visitors reading reviews

Financial Services Firm

12%

Manufacturing Company

11%

Computer Software Company

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?

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...

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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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Comparisons

Semarchy xDM vs Ataccama ONE Platform

Compared 14% of the time

Microsoft Purview Data Governance vs Ataccama ONE Platform

Compared 10% of the time

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

Compared 9% of the time

Collibra Platform vs Ataccama ONE Platform

Compared 8% of the time

Profisee vs Ataccama ONE Platform

Compared 2% of the time

More Ataccama ONE Platform Competitors

Informatica Intelligent Data Management Cloud (IDMC) vs IBM Infosphere Information Analyzer

Compared 26% of the time

IBM InfoSphere QualityStage vs IBM Infosphere Information Analyzer

Compared 17% of the time

Trillium Quality vs IBM Infosphere Information Analyzer

Compared 15% of the time

Oracle Enterprise Data Quality (EDQ) vs IBM Infosphere Information Analyzer

Compared 13% of the time

SAP Data Services vs IBM Infosphere Information Analyzer

Compared 11% of the time

More IBM Infosphere Information Analyzer Competitors

Product Reports

Buyer's Guide

Ataccama ONE Platform

February 2026

Download Ataccama ONE Platform product report

Buyer's Guide

Data Quality

January 2026

IBM Infosphere Information Analyzer report

Download IBM Infosphere Information Analyzer product report

Also Known As

Ataccama DQ Analyzer

Information Analyzer

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

IBM Information Analyzer provides data quality assessment, data quality monitoring and data rule design and analysis capabilities. This software helps you derive more meaning from your enterprise data, reduces the risk of proliferating incorrect information, facilitates the delivery of trusted content, and helps to lower data integration costs.

IBM

Sample Customers

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

Integra LifeSciences, Longjiang Bank Corp., Webster University, Swedish Armed Forces, Edith Cowan University, Premier, PRISA Digital, TIAA CREF

Buyer's Guide

Ataccama ONE Platform vs. IBM Infosphere Information Analyzer

February 2026

Free Report: Ataccama ONE Platform vs. IBM Infosphere Information Analyzer

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