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Ataccama ONE Platform vs Semarchy xDM 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)
Semarchy xDM
Ranking in Master Data Management (MDM) Software
6th
Average Rating
8.4
Reviews Sentiment
7.4
Number of Reviews
3
Ranking in other categories
Cloud Master Data Management (MDM) (5th)
 

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 Semarchy xDM is 8.7%, up from 7.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Master Data Management (MDM) Software Market Share Distribution
ProductMarket Share (%)
Ataccama ONE Platform7.2%
Semarchy xDM8.7%
Other84.1%
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.
Syed-Hasan - PeerSpot reviewer
Director at Inspiring Software
Quick MVP development facilitated by low-code data management
Semarchy xDM's unique selling point is its quick turnover time, allowing for the rapid development of a proof of concept or minimum viable product. Its low-code approach, essentially a wrapper for SQL, enables easy and quick development. The core features include validation business rules, deduplication, merging, and consolidation from multiple sources.

Quotes from Members

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

Pros

"The data profile itself is excellent. You can understand the quality of the data in layman's terms."
"The ease of use of the user console is valuable."
"The product’s important feature is data profiling and quality check."
"At the beginning, we had almost 80 percent data quality, and after using Ataccama ONE Platform, we reached 90 percent."
"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."
"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."
"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."
"Semarchy xDM's unique selling point is its quick turnover time, allowing for the rapid development of a proof of concept or minimum viable product."
"Their documentation is excellent."
"The flexibility of Semarchy xDM allows for possible deployment on-premises, in the cloud, or both."
 

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."
"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."
"They could focus more on marketing the product. The current marketing strategy is not working."
"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."
"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."
"When hybrid deployment is done, it doesn't have an option to load any kind of file directly into Ataccama ONE Platform."
"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."
"Data movement is a pain."
"There is room for improvement in terms of local support."
"There is room for improvement in the developer experience, particularly for those who are SQL proficient, as having more direct access would be beneficial."
"They need to make the workflow more enhanced or dynamic in its functionality."
 

Pricing and Cost Advice

"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."
"There is no need to buy a license. You can just download it and use it for free."
"The product is reasonably priced."
Information not available
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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
14%
Computer Software Company
13%
Retailer
9%
Manufacturing Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Large Enterprise11
No data available
 

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 is your experience regarding pricing and costs for Semarchy xDM?
The pricing model is based on the number of golden records. It is considered reasonable to good compared to other products that might be more expensive.
What needs improvement with Semarchy xDM?
There is room for improvement in the developer experience, particularly for those who are SQL proficient, as having more direct access would be beneficial. Additionally, configuring Semarchy xDM re...
What is your primary use case for Semarchy xDM?
The primary use case of Semarchy xDM is as a data management tool, specifically for master data management and reference data. It provides a platform to standardize information during mergers and a...
 

Also Known As

Ataccama DQ Analyzer
Semarchy Intelligent MDM
 

Overview

 

Sample Customers

Société Générale, First Data, Raiffeisenbank International, T-Mobile, Avast, RSA, Toronto Public Library
DiamondStream, Oakley, Araymond, EBU/Eurovision, Groupe Roullier, BOSE, Chipotle Mexican Grill, Putnam Investments, BAE Systems, Mundi Pharma, Merck, Elsevier, CMA CGM
Find out what your peers are saying about Ataccama ONE Platform vs. Semarchy xDM and other solutions. Updated: December 2025.
881,082 professionals have used our research since 2012.