Ataccama ONE Platform vs SQL Power Data Quality comparison

Ataccama and SQL Power are both solutions in the Data Scrubbing Software category. Ataccama is ranked #4 with an average rating of 7.7, while SQL Power is ranked #9. Ataccama holds a 6.1% mindshare in DSS, compared to SQL Power’s 2.9% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 100% of SQL Power users who would recommend it.

Ataccama ONE Platform

Read 15 Ataccama ONE Platform reviews

2,954 Views
502 Comparison Views

100% willing to recommend

SQL Power Data Quality

Read 4 SQL Power Data Quality reviews

282 Views
257 Comparison Views

100% willing to recommend

Ataccama ONE Platform

SQL Power Data Quality

Comparison Buyer's Guide

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Executive SummaryUpdated on Nov 16, 2025

SQL Power Data Quality and Ataccama ONE Platform compete in data management. Ataccama ONE has the upper hand due to its rich feature set, despite higher pricing, whereas SQL Power is favored for its cost-effectiveness and superior customer support.

Features: SQL Power Data Quality integrates smoothly with existing data sources, providing robust data profiling and data cleansing. It ensures efficient data validation and matching processes. Ataccama ONE Platform offers advanced automation and AI-driven tools, allows for great flexibility, and scales effectively to large enterprise needs. Its comprehensive data management solutions distinguish it for addressing complex data challenges.

Room for Improvement: SQL Power Data Quality could enhance its AI capabilities and expand automation features. Improving reporting tools and integration with third-party applications can significantly benefit users. Ataccama ONE can streamline its user interface for simplicity, reduce the learning curve with better onboarding resources, and optimize deployment efficiency for smoother transitions.

Ease of Deployment and Customer Service: SQL Power Data Quality ensures straightforward deployment complemented by extensive customer service for smooth onboarding. Ataccama ONE, while equally supportive, involves a more complex deployment due to its wide array of tools, necessitating a higher learning curve. SQL Power is notable for its user-friendly service, while Ataccama offers deep customization options.

Pricing and ROI: SQL Power Data Quality is valued for competitive pricing and delivering high ROI, making it suitable for smaller businesses with budget limitations. Ataccama ONE demands a higher initial outlay yet offers substantive features catering to comprehensive data management. Its long-term ROI prospects in large projects are well acknowledged.

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

Buyer's Guide

Ataccama ONE Platform vs. SQL Power 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 Scrubbing Software

4th

Average Rating

7.8

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Quality (4th), Master Data Management (MDM) Software (5th), Data Governance (10th), AI Observability (39th)

SQL Power Data Quality

Ranking in Data Scrubbing Software

9th

Average Rating

8.8

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of January 2026, in the Data Scrubbing Software category, the mindshare of Ataccama ONE Platform is 6.1%, down from 7.0% compared to the previous year. The mindshare of SQL Power Data Quality is 2.9%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Scrubbing Software Market Share Distribution
Product	Market Share (%)
Ataccama ONE Platform	6.1%
SQL Power Data Quality	2.9%
Other	91.0%

Data Scrubbing Software

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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reviewer2091297

Fraud Strategist(Actimize/SAS) at a financial services firm with 10,001+ employees

Is easy to deploy and is stable and scalable

I like the load balancing feature The normalization factor should be improved so that it is better scaled. It should be more user-friendly. It should be easier to export reports. I've been using SQL Power Data Quality for 10 years. SQL Power Data Quality is stable. It is a scalable solution.…

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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

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

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

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

"It is also easy to deploy."

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

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

"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."

More Ataccama ONE Platform pros

"The Nomo, select form, and so on are the most valuable features."

"It is a scalable solution. We have over 1,000 SQL Power Data Quality users in our organization."

"The solution is able to integrate with many systems and other products."

Cons

"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."

"When hybrid deployment is done, it doesn't have an option to load any kind of file directly into Ataccama ONE Platform."

"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."

"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."

"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."

"Data movement is a pain."

More Ataccama ONE Platform cons

"Downtime issues should be improved."

"The normalization factor should be improved so that it is better scaled. It should be more user-friendly."

"The only area of improvement that we've come across within the solution was the portfolio roadmap creation. There's a bit of limitation there, but otherwise, the tool itself is very good."

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."

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

"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."

Information not available

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Top Industries

By visitors reading reviews

Manufacturing Company

11%

Financial Services Firm

11%

Computer Software Company

Energy/Utilities Company

No data available

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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Product Reports

Buyer's Guide

Ataccama ONE Platform

January 2026

Download Ataccama ONE Platform product report

Buyer's Guide

Data Scrubbing Software

January 2026

Download SQL Power Data Quality product report

Also Known As

Ataccama DQ Analyzer

No data available

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

The SQL Power Data Quality helps you cleanse your data, validate and correct addresses, identify and remove duplicates, and build cross-references between source and target tables. This provides business users with complete and accurate data, and a single 360-degree view of all business entities, such as customer, product, representative, employee, supplier or business unit.

SQL Power

Sample Customers

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

TimeWarner, Champion Technologies Tiscali, Oneil, Broadspire,youbet.com, Pepsi Co, Citco, John Lewes

Buyer's Guide

Ataccama ONE Platform vs. SQL Power Data Quality

December 2025

Free Report: Ataccama ONE Platform vs. SQL Power Data Quality

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