Ataccama ONE Platform vs Syniti Data Quality comparison

Ataccama and Syniti are both solutions in the Data Quality category. Ataccama is ranked #4 with an average rating of 7.7, while Syniti is ranked #12. Ataccama holds a 4.4% mindshare in DQ, compared to Syniti’s 3.6% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 100% of Syniti 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

Syniti Data Quality

Read 4 Syniti Data Quality reviews

1,037 Views
1,037 Comparison Views

100% willing to recommend

Ataccama ONE Platform

Syniti Data Quality

Comparison Buyer's Guide

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Executive SummaryUpdated on Feb 22, 2026

Ataccama ONE Platform and Syniti Data Quality compete in the data management solutions category. Syniti appears to have the upper hand due to its strong emphasis on data migration and integration capabilities, making it more appealing for immediate data operation needs.

Features: Ataccama ONE offers advanced data profiling, dynamic data quality rules, and a versatile integrated approach to data management. Syniti Data Quality is recognized for its seamless data migration capabilities, specialized quality metrics, and strong integration with enterprise applications.

Ease of Deployment and Customer Service: Ataccama ONE provides a smooth deployment process with reliable customer support but requires a learning curve due to extensive functionalities. Syniti offers a straightforward implementation and comprehensive customer service with technical support, ideal for quick turnaround times with direct assistance.

Pricing and ROI: Ataccama ONE's flexible pricing models come with a higher initial investment, delivering significant ROI through comprehensive functionalities and modular expansions. Syniti presents a budget-friendly entry with fast ROI, appealing to companies needing immediate data migration and quality enhancements, justifying the cost with quicker results.

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

Buyer's Guide

Ataccama ONE Platform vs. Syniti Data Quality

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)

Syniti Data Quality

Ranking in Data Quality

12th

Average Rating

8.6

Reviews Sentiment

7.1

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 Syniti Data Quality is 3.6%, down from 11.4% 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%
Syniti Data Quality	3.6%
Other	92.0%

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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Raj AB

Delivery Head at ApikinFotech

Offers predefined rules and easy to migrate data with minimum customisation of rules

The customization of the data needs improvement. We need to build basic SQL queries rather than being able to do it within the tool. We need to be able to analyze the SQL queries and then rerun them based on customer usage. We should be able to tune the existing process by using simple SQL queries based on the customer's requirements. In future releases, I would like to see more features around Preload and postload reports. From the end-user point of view, it is not very feasible to read. I need to know how the data has been migrated. I need to know whether the complete data has been migrated, only the required data has been migrated, and how it was migrated. So the postload reports will give validation between the source data and the target source. It would give exact picture of the data migration.

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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

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

"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."

"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."

"I was able to ascertain that elements of information was or was not of value to the migration process, thus saving money in the migration project."

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

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

More Ataccama ONE Platform pros

"With Syniti Data Quality, you can integrate SAP and directly fix errors from Syniti Data Quality instead of logging into SAP and then fixing them."

"Syniti has built-in 80% of the solution, and we only need to customize 20 to 25% of the features. It is easy to run and pre-load reports."

"The major benefits of Syniti Data Quality stem from the productivity and flexibility it offers to users."

"The customer service and support is good."

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."

"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."

"The non-free version has much more capabilities and I did not have the occasion to try it."

"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."

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

More Ataccama ONE Platform cons

"In Syniti Data Quality, data extraction is an area with certain shortcomings where improvements are required."

"It would be good if Syniti Data Quality could integrate more AI in the future."

"The customization of the data needs improvement. We need to build basic SQL queries rather than being able to do it within the tool. We need to be able to analyze the SQL queries and then rerun them based on customer usage."

"The loading mechanisms and administration processes, particularly in setting up connections and deploying the system, need improvement."

Pricing and Cost Advice

"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."

"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."

"I would rate the pricing a six out of ten, where one is cheap, and ten is expensive."

"The solution is expensive."

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Top Industries

By visitors reading reviews

Financial Services Firm

11%

Manufacturing Company

11%

Computer Software Company

Energy/Utilities Company

Manufacturing Company

17%

Financial Services Firm

Retailer

Consumer Goods Company

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...

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Comparisons

Semarchy xDM vs Ataccama ONE Platform

Compared 15% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Ataccama ONE Platform

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

More Ataccama ONE Platform Competitors

SAP Data Services vs Syniti Data Quality

Compared 32% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Syniti Data Quality

Compared 14% of the time

Qlik Talend Cloud vs Syniti Data Quality

Compared 10% of the time

Karini.AI vs Syniti Data Quality

Compared 8% of the time

More Syniti Data Quality Competitors

Product Reports

Buyer's Guide

Ataccama ONE Platform

March 2026

Download Ataccama ONE Platform product report

Buyer's Guide

Data Quality

March 2026

Download Syniti Data Quality product report

Also Known As

Ataccama DQ Analyzer

Syniti DQ

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

Data quality management solutions from Syniti provide a simplified and cost-effective approach. They create a closed-loop remediation process owned by business users that monitors and accurately remediates data that violates your standards for data quality.

Syniti

Sample Customers

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

Kraft Foods, Puget Sound Energy

Buyer's Guide

Ataccama ONE Platform vs. Syniti Data Quality

March 2026

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