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Ataccama ONE Platform vs Microsoft MDS comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Nov 16, 2025

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 Master Data Management (MDM) Software
5th
Average Rating
7.8
Reviews Sentiment
6.7
Number of Reviews
15
Ranking in other categories
Data Quality (4th), Data Scrubbing Software (4th), Data Governance (10th), AI Observability (39th)
Microsoft MDS
Ranking in Master Data Management (MDM) Software
4th
Average Rating
7.4
Reviews Sentiment
7.2
Number of Reviews
23
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of January 2026, in the Master Data Management (MDM) Software category, the mindshare of Ataccama ONE Platform is 7.2%, up from 6.7% compared to the previous year. The mindshare of Microsoft MDS is 7.7%, down from 11.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Master Data Management (MDM) Software Market Share Distribution
ProductMarket Share (%)
Microsoft MDS7.7%
Ataccama ONE Platform7.2%
Other85.1%
Master Data Management (MDM) Software
 

Featured Reviews

Akhil Danturti - PeerSpot reviewer
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.
AB
Senior Data Engineer at a insurance company with 5,001-10,000 employees
Outdated capabilities hinder data mapping efficiency but facilitate cost-free data standardization
Microsoft MDS is outdated and lacks modern capabilities. It is too slow and does not support automated mapping or AI-based functionalities. Although I created Python scripts for some machine learning libraries, we seek tools that offer AI-enabled automated mapping without custom coding. Microsoft support for MDS is also going away.

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 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 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."
"At the beginning, we had almost 80 percent data quality, and after using Ataccama ONE Platform, we reached 90 percent."
"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 product’s important feature is data profiling and quality check."
"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."
"More generic related things can be included in the services."
"The best thing about it is that it comes with the Microsoft package."
"The tool is easy to use."
"It's very easy to use."
"The most valuable feature is the administration console."
"One of the main features I have found useful is the integration with Azure active directory."
"It has been a long-standing tool in our organization since it was free."
"The backup and restore functionality are the solution's most valuable aspects."
 

Cons

"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."
"There is a notable challenge in having to provide detailed filters before the site recognizes the search criteria."
"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 would not say Ataccama ONE Platform is one hundred percent stable. I would rate it at seventy percent stable."
"I have heard that the licensing and setup costs are quite high, especially if we try to connect for a support call."
"When hybrid deployment is done, it doesn't have an option to load any kind of file directly into Ataccama ONE Platform."
"The interfacing to tools such as Collibra was somewhat cumbersome and required more thought."
"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."
"More generic related things can be included in the services."
"The only drawback is that it does not have the matching, merging, and all true MDM components. For these, you have to use another competent called Data Quality Services (DQS). You need to plug it in and use it along with MDS for true MDM. Both of these are integrated together, but you have to do them separately, whereas, in Profisee, there are a couple of screens where you can configure the matching process, create matching rules, and other things, and everything is in one product, which is not the case with MDS. In order to implement a true MDM, you need MDS, DQS, and SSIS. You have to use MDS to store your golden records, DQS to configure and standardize all your rules and matching percentages, and SSIS to load the data to DQS and MDS. At the same time, you also need Melissa Data to clean up your addresses to validate and standardize the addresses. That's the main component of true MDM. It would be good if they can create a true matching component inside MDS and merge MDS and DQS."
"Microsoft MDS is outdated and lacks modern capabilities."
"The stability could be improved."
"The Microsoft license cost could be lower."
"It would be a better option to have an on-cloud version."
"Microsoft MDS isn't getting strong support because Microsoft is focusing more on cloud solutions."
"From my understanding, MS, as of 2021, will not maintain the product going forward."
 

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."
"The product is reasonably priced."
"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."
"Microsoft MDS is an expensive solution."
"The pricing of this solution is good."
"Product licensing is very complicated. It would be helpful to have an online calculator to estimate the cost of a license."
"The solution does require a license and we have enterprise licenses."
"With Microsoft, we buy everything though an agreement, so we purchase volume licensing every year."
"I would like to see better pricing."
"MDS is a part of the SQL Server enterprise license. I am not aware of any additional costs."
"SAP is more expensive than Microsoft."
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Top Industries

By visitors reading reviews
Manufacturing Company
11%
Financial Services Firm
11%
Computer Software Company
9%
Energy/Utilities Company
7%
Financial Services Firm
13%
Manufacturing Company
12%
Computer Software Company
11%
Media Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Large Enterprise11
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise2
Large Enterprise15
 

Questions from the Community

What needs improvement with Ataccama ONE Platform?
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 n...
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...
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...
What do you like most about Microsoft MDS?
More generic related things can be included in the services.
What is your experience regarding pricing and costs for Microsoft MDS?
Microsoft MDS was pretty affordable. We implemented the solution without a problem.
What needs improvement with Microsoft MDS?
I cannot really give specifics about disadvantages. From what we have seen, speaking to customers, Microsoft MDS was sometimes a bit slow. The frustration they had was just around usability and use...
 

Also Known As

Ataccama DQ Analyzer
Microsoft Master Data Services, Microsoft MDM, Microsoft SQL Server Master Data Services, MS MDS
 

Overview

 

Sample Customers

Société Générale, First Data, Raiffeisenbank International, T-Mobile, Avast, RSA, Toronto Public Library
ETA a.s., Apeejay Surrendra Group, Blue Star Infotech, Rotherham Doncaster and South Humber NHS Foundation, The Sydney Children's Hospitals Network, New Belgium Brewing
Find out what your peers are saying about Ataccama ONE Platform vs. Microsoft MDS and other solutions. Updated: December 2025.
881,082 professionals have used our research since 2012.