Ataccama ONE Platform vs Microsoft Data Quality Services comparison

Ataccama and Microsoft are both solutions in the Data Quality category. Ataccama is ranked #4 with an average rating of 7.7, while Microsoft is ranked #15 with an average rating of 7.0. Ataccama holds a 4.9% mindshare in DQ, compared to Microsoft’s 1.7% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 100% of Microsoft users who would recommend it.

Ataccama ONE Platform

Read 15 Ataccama ONE Platform reviews

2,954 Views
1,063 Comparison Views

100% willing to recommend

Microsoft Data Quality Serv...

Read 2 Microsoft Data Quality Services reviews

328 Views
321 Comparison Views

100% willing to recommend

Ataccama ONE Platform

Microsoft Data Quality Serv...

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Executive SummaryUpdated on Nov 16, 2025

Ataccama ONE Platform and Microsoft Data Quality Services compete in the data management and quality domain. Ataccama ONE has the upper hand due to its comprehensive feature set and strong ROI.

Features: Ataccama ONE offers extensive data management capabilities, seamless integration with AI, and machine learning for efficient automation and large-scale data handling. Microsoft Data Quality Services focuses on standardized data cleaning, matching functions, and is suited for businesses seeking basic data quality improvement. Ataccama ONE is more adaptable to complex data environments.

Ease of Deployment and Customer Service: Microsoft Data Quality Services has a straightforward deployment process leveraging integration within the Microsoft ecosystem for smooth transitions. Ataccama ONE provides extensive support and customization options, with rich customer support to resolve configuration complexities despite a more complex initial setup.

Pricing and ROI: Ataccama ONE involves a higher initial setup cost but delivers significant long-term ROI due to its versatile application and comprehensive feature suite. Microsoft Data Quality Services offers a cost-effective entry point with lower initial investment, appealing to budget-conscious businesses, but Ataccama ONE’s expansive capabilities justify the higher price for organizations needing more than basic data quality management.

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

Buyer's Guide

Ataccama ONE Platform vs. Microsoft Data Quality Services

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

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 (10th), AI Observability (39th)

Microsoft Data Quality Serv...

Ranking in Data Quality

15th

Average Rating

7.6

Reviews Sentiment

4.4

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of January 2026, in the Data Quality category, the mindshare of Ataccama ONE Platform is 4.9%, down from 8.7% compared to the previous year. The mindshare of Microsoft Data Quality Services is 1.7%, up from 0.9% 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	4.9%
Microsoft Data Quality Services	1.7%
Other	93.4%

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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Satyam Saxena

Technical Lead at a computer software company with 5,001-10,000 employees

Automation in data management improves with built-in error rejection but technical support needs enhancement

Multiple areas in Microsoft Data Quality Services could be improved, such as its ability to perform changes automatically, as it currently identifies but does not correct data issues. Regular expression processing is complicated and slow. Technical support from Microsoft is poor, as they do not provide adequate assistance with issues encountered in integration or forming automation. Sometimes solutions to problems take several weeks due to a lack of support, relying instead on personal networks and experience.

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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."

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

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

"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."

"It is also easy to deploy."

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

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

More Ataccama ONE Platform pros

"The primary advantage of Microsoft Data Quality Services is its capability to automate certain tasks, which are otherwise achieved through SQL queries."

"This solution is particularly useful for data enrichment."

Cons

"Data movement is a pain."

"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."

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

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

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

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

More Ataccama ONE Platform cons

"Technical support from Microsoft is poor, as they do not provide adequate assistance with issues encountered in integration or forming automation."

"I would rate my experience with the initial setup a six out of ten, with one being very easy and ten being extremely challenging. So, there is room for improvement in the setup process."

Pricing and Cost Advice

"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."

"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."

"The pricing is in the midrange. It's not cheap, but it depends on the licenses you require."

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Top Industries

By visitors reading reviews

Manufacturing Company

11%

Financial Services Firm

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...

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 Microsoft Data Quality Services?

Microsoft Data Quality Services comes as part of SQL Server without additional costs, making it a competitive solution.

See all answers

What needs improvement with Microsoft Data Quality Services?

See all answers

What is your primary use case for Microsoft Data Quality Services?

I use Microsoft Data Quality Services ( /products/microsoft-data-quality-services-reviews ) to handle data inconsistencies, such as missing or improperly formatted data. The tool serves purposes li...

See all answers

Comparisons

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Compared 12% of the time

Microsoft Purview Data Governance vs Ataccama ONE Platform

Compared 11% of the time

Informatica Intelligent Data Management Cloud (IDMC) 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

Informatica Intelligent Data Management Cloud (IDMC) vs Microsoft Data Quality Services

Compared 55% of the time

Qlik Talend Cloud vs Microsoft Data Quality Services

Compared 45% of the time

More Microsoft Data Quality Services Competitors

Product Reports

Buyer's Guide

Ataccama ONE Platform

January 2026

Download Ataccama ONE Platform product report

Buyer's Guide

Data Quality

January 2026

Download Microsoft Data Quality Services product report

Also Known As

Ataccama DQ Analyzer

MS Data Quality Services

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

SQL Server Data Quality Services (DQS) is a knowledge-driven data quality product. DQS enables you to build a knowledge base and use it to perform a variety of critical data quality tasks, including correction, enrichment, standardization, and de-duplication of your data.

Microsoft

Sample Customers

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

Information Not Available

Buyer's Guide

Ataccama ONE Platform vs. Microsoft Data Quality Services

December 2025

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