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 #10. Ataccama holds a 4.9% mindshare in DQ, compared to Syniti’s 3.8% 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

2,954 Views
1,063 Comparison Views

100% willing to recommend

Syniti Data Quality

Read 4 Syniti Data Quality reviews

998 Views
998 Comparison Views

100% willing to recommend

Ataccama ONE Platform

Syniti Data Quality

Comparison Buyer's Guide

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Executive SummaryUpdated on Nov 16, 2025

Ataccama ONE Platform and Syniti Data Quality are data quality solutions. Syniti emerges as the superior choice due to its comprehensive feature set and perceived value, despite Ataccama's pricing and support advantages.

Features: Ataccama ONE Platform offers robust data integration, automation, and collaboration. It supports diverse data sources and provides comprehensive data profiling, cleansing, and governance. Syniti Data Quality excels in advanced data matching, reconciliation, and analytics capabilities, offering specialized functionalities that prioritize insight delivery.

Ease of Deployment and Customer Service: Ataccama ONE Platform is known for easy deployment and responsive customer service, which benefits organizations seeking quick implementation. Syniti requires more technical expertise for deployment but provides extensive support and tailored assistance, advantageous for complex projects.

Pricing and ROI: Ataccama ONE Platform offers competitive pricing with quick ROI, appealing to cost-sensitive buyers. Syniti Data Quality, though generally costing more, delivers substantial ROI through its vast feature set and effectiveness in enhancing data quality, benefitting businesses focused on long-term improvements.

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

Buyer's Guide

Ataccama ONE Platform vs. Syniti Data Quality

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)

Syniti Data Quality

Ranking in Data Quality

10th

Average Rating

8.6

Reviews Sentiment

7.1

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 Syniti Data Quality is 3.8%, down from 11.2% 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%
Syniti Data Quality	3.8%
Other	91.3%

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 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."

"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."

"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."

"Ataccama ONE Platform has positively impacted my organization by being much cheaper compared to other DQ tools and providing very good support."

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

"The product’s important feature is data profiling and quality check."

More Ataccama ONE Platform pros

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

"The customer service and support is good."

"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."

"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."

Cons

"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."

"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 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."

"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."

"I would not say Ataccama ONE Platform is one hundred percent stable. I would rate it at seventy percent stable."

"The interfacing to tools such as Collibra was somewhat cumbersome and required more thought."

More Ataccama ONE Platform cons

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

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

"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."

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

Pricing and Cost Advice

"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."

"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."

"There is no need to buy a license. You can just download it and use it for free."

"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

Manufacturing Company

11%

Financial Services Firm

11%

Computer Software Company

Energy/Utilities Company

Manufacturing Company

17%

Financial Services Firm

10%

Retailer

Healthcare 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...

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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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Compared 11% of the time

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Compared 10% of the time

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Compared 5% of the time

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Compared 57% of the time

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Compared 18% of the time

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Compared 11% of the time

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Compared 9% of the time

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Compared 5% of the time

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Product Reports

Buyer's Guide

Ataccama ONE Platform

January 2026

Download Ataccama ONE Platform product report

Buyer's Guide

Data Quality

January 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

December 2025

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