Ataccama ONE Platform vs SAP Data Quality Management comparison

Ataccama and SAP are both solutions in the Data Quality category. Ataccama is ranked #4 with an average rating of 7.7, while SAP is ranked #9 with an average rating of 7.0. Ataccama holds a 4.4% mindshare in DQ, compared to SAP’s 3.4% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 100% of SAP users who would recommend it.

Ataccama ONE Platform

Read 15 Ataccama ONE Platform reviews

3,391 Views
1,153 Comparison Views

100% willing to recommend

SAP Data Quality Management

Read 3 SAP Data Quality Management reviews

738 Views
701 Comparison Views

100% willing to recommend

Ataccama ONE Platform

SAP Data Quality Management

Comparison Buyer's Guide

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Executive SummaryUpdated on Feb 22, 2026

SAP Data Quality Management and Ataccama ONE Platform compete in the data management category. Ataccama ONE Platform has the upper hand due to its AI features and better ROI.

Features: SAP Data Quality Management offers integration capabilities, real-time data cleansing, and simplifies complex data environments. Ataccama ONE Platform provides data profiling, AI-driven automation, and adaptive data governance.

Ease of Deployment and Customer Service: SAP Data Quality Management includes a robust deployment model within SAP ecosystems and extensive support networks. Ataccama ONE Platform offers flexible cloud-native deployment and proactive support that enhances user-friendliness.

Pricing and ROI: SAP Data Quality Management involves higher initial setup costs affecting ROI. Ataccama ONE Platform ensures better ROI with competitive pricing and reduced infrastructure costs.

To learn more, read our detailed Ataccama ONE Platform vs. SAP Data Quality Management Report (Updated: March 2026).

Buyer's Guide

Ataccama ONE Platform vs. SAP Data Quality 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 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 (12th), AI Observability (26th)

SAP Data Quality Management

Ranking in Data Quality

9th

Average Rating

8.0

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of March 2026, in the Data Quality category, the mindshare of Ataccama ONE Platform is 4.4%, down from 9.3% compared to the previous year. The mindshare of SAP Data Quality Management is 3.4%, down from 4.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Quality Mindshare Distribution
Product	Mindshare (%)
Ataccama ONE Platform	4.4%
SAP Data Quality Management	3.4%
Other	92.2%

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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VenkatB

Director at Norderia

Embrace efficient data management with integrated features but anticipate some enhancement needs

This tool itself is new. SAP Data Quality Management was brought in by SAP recently, maybe a year or two years back. We just started implementing and we still have not heard exact feedback from the client. It would not be correct if I give feedback now because I don't have accurate feedback from client usage. I feel it is a good tool with some limitations. We compared it with Celonis, which is also one of the other tools in the market. I am more into SAP and S4 HANA, so I am not familiar with all the best tools available in Data Quality Management which can be compatible with SAP. We know there are issues with SAP Data Quality Management. The advantage of this tool that SAP brought is that it is already in-built. You don't need to build another application layer on top of the existing one. The compatibility and response time for these applications within the same database is faster.

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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

"By understanding the existing data from various source systems, we were able to arrive at the requirements for a data quality plan, and create a separate plan to improve the data quality."

"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."

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

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

"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."

"For small databases, it is fast and convenient."

"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."

More Ataccama ONE Platform pros

"Scalability is good."

"Our primary use case is for us to inspect the results from the product and material, and for releasing or leaving the status of the product."

"We work with API standards or norms for internal applications, so it's essential for SSE to have tests and pass those tests according to the criteria, which makes SAP Data Quality Management very important for our products."

Cons

"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."

"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."

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

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

"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."

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

More Ataccama ONE Platform cons

"There are some limitations. They are not covering complete scenarios for all the modules."

"I would like for them to develop a feature to able to record all of our inspections; so all the data can go through SAP. It's not user-friendly or easy to get further analysis, so we mostly skip this step."

"SAP Data Quality Management would be better if it directly integrates with the ME system. Right now, the company has a lot of machines on the shop floor working as a standalone, so you have to use all methods to ensure that the data interface appears on the ME system and that SAP Data Quality Management records the QM results. It would be much easier if the ME system could be integrated directly with SAP Data Quality Management."

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."

"The product is reasonably priced."

"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."

Information not available

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Top Industries

By visitors reading reviews

Financial Services Firm

12%

Manufacturing Company

11%

Computer Software Company

Energy/Utilities Company

Manufacturing Company

15%

Financial Services Firm

Transportation Company

Government

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 needs improvement with SAP Data Quality Management?

See all answers

What is your primary use case for SAP Data Quality Management?

Currently, one of our clients is seeking SAP Data Quality Management solutions, so we are exploring options in that area. The product is not mature yet, so they need to work to improve it. We are a...

See all answers

What advice do you have for others considering SAP Data Quality Management?

For smaller organizations, I don't think this much is required. If it is a bigger size client from a business point of view, I definitely recommend this tool. They can use it if they are already us...

See all answers

Comparisons

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Compared 15% of the time

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Compared 8% of the time

Microsoft Purview Data Governance vs Ataccama ONE Platform

Compared 8% of the time

Collibra Platform vs Ataccama ONE Platform

Compared 6% of the time

Qlik Talend Cloud vs Ataccama ONE Platform

Compared 5% of the time

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Compared 12% of the time

SAP Data Services vs SAP Data Quality Management

Compared 9% of the time

StarDQ vs SAP Data Quality Management

Compared 8% of the time

SAP Information Steward vs SAP Data Quality Management

Compared 8% of the time

IBM InfoSphere QualityStage vs SAP Data Quality Management

Compared 5% of the time

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Product Reports

Buyer's Guide

Ataccama ONE Platform

March 2026

Download Ataccama ONE Platform product report

Buyer's Guide

Data Quality

February 2026

Download SAP Data Quality Management product report

Also Known As

Ataccama DQ Analyzer

SAP BusinessObjects Data Quality Management, BusinessObjects Data Quality Management

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

SAP BusinessObjects Data Quality Management, version for SAP solutions (DQM for SAP), enables you to embed support for data quality directly into SAP ERP,CRM and MDG applications. Start by entering a new customer, supplier, or partner record using the SAP ERP, SAP CRM , SAP MDG applications. Then this version of SAP BusinessObjects Data Quality Management software corrects components of the address, validates the address based on referential data sources, and formats the address according to the norms of the applicable country. This solution helps in avoiding the duplicate entities entering into your SAP ERP, CRM and MDG applications(supports different MDG data models for address validation and duplicate checks) and also helps in searching and improving your existing data.

SAP

Sample Customers

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

AOK Bundesverband, Surgutneftegas Open Joint Stock Company, Molson Coors Brewing Company, City of Buenos Aires, ASR Group, Citrix, EarlySense, Usha International Limited, Automotive Resources International, Wªrth Group, Takisada-Osaka Co. Ltd., Coelba, R

Buyer's Guide

Ataccama ONE Platform vs. SAP Data Quality Management

March 2026

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