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 8.0, while Microsoft is ranked #13 with an average rating of 7.5. Ataccama holds a 7.0% mindshare in DQ, compared to Microsoft’s 1.5% 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 10 Ataccama ONE Platform reviews

2,615 Views
1,020 Comparison Views

100% willing to recommend

Microsoft Data Quality Serv...

Read 2 Microsoft Data Quality Services reviews

254 Views
254 Comparison Views

100% willing to recommend

Ataccama ONE Platform

Microsoft Data Quality Serv...

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Executive SummaryUpdated on Aug 13, 2025

Ataccama ONE Platform and Microsoft Data Quality Services are competitors in the data management and quality solutions sector. Ataccama ONE Platform has a competitive edge with its advanced features, while Microsoft Data Quality Services is advantageous for users heavily utilizing Microsoft products.

Features: Ataccama ONE Platform provides advanced data profiling, automated metadata management, and self-service data governance. These features enhance its usability for broad data management needs. Microsoft Data Quality Services supports robust integration with SQL Server and other Microsoft tools, facilitating thorough data cleansing and ensuring consistent data quality, especially within Microsoft ecosystems.

Ease of Deployment and Customer Service: Ataccama ONE Platform supports deployment across cloud, on-premise, and hybrid environments and offers comprehensive customer support for swift issue resolution. Microsoft Data Quality Services, integrated within SQL Server, provides simplified deployment for existing Microsoft setups but may require additional support when used outside of Microsoft infrastructures.

Pricing and ROI: Ataccama ONE Platform may incur higher initial setup costs; however, its comprehensive features and automation capabilities present a high long-term ROI. Microsoft Data Quality Services provides a cost-effective solution upfront due to its integration with Microsoft platforms, yielding strong ROI for businesses already using Microsoft infrastructure.

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

Buyer's Guide

Ataccama ONE Platform vs. Microsoft Data Quality Services

July 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)

Microsoft Data Quality Serv...

Ranking in Data Quality

13th

Average Rating

7.6

Reviews Sentiment

4.4

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 Microsoft Data Quality Services is 1.5%, up from 0.8% 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%
Microsoft Data Quality Services	1.5%
Other	91.5%

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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Satyam Saxena

Technical Lead at KPIT

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.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

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

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

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

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

"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 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

"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."

"Data movement is a pain."

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

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

"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."

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

"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 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."

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

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."

"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

Financial Services Firm

14%

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

No data available

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...

See all answers

What do you like most about Microsoft Data Quality Services?

This solution is particularly useful for data enrichment.

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

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

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

Compared 100% of the time

More Microsoft Data Quality Services 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 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

July 2025

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