Ataccama ONE Platform vs Experian Data Quality comparison

Why PeerSpot?

Ataccama and Experian are both solutions in the Data Quality category. Ataccama is ranked #3 with an average rating of 7.7, while Experian is ranked #16. Ataccama holds a 4.6% mindshare in DQ, compared to Experian’s 4.5% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 87% of Experian users who would recommend it.

Ataccama ONE Platform

Read 16 Ataccama ONE Platform reviews

7,447 Views
2,606 Comparison Views

100% willing to recommend

Experian Data Quality

Read 7 Experian Data Quality reviews

3,751 Views
1,838 Comparison Views

87% willing to recommend

Ataccama ONE Platform

Experian Data Quality

Comparison Buyer's Guide

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Executive SummaryUpdated on Nov 8, 2026

Experian Data Quality and Ataccama ONE Platform compete in the data management solutions category. Ataccama ONE Platform holds an advantage due to its comprehensive features, justifying its cost.

Features: Experian Data Quality is known for its intuitive data cleansing, verification, and enrichment capabilities, offering straightforward integration with existing systems. Ataccama ONE Platform handles large data volumes with advanced analytics and machine learning functionalities, providing a robust data governance framework. Its enhanced ability to cater to extensive data requirements offers a more comprehensive feature set.

Room for Improvement: Experian Data Quality could improve in handling larger data volumes, offering advanced analytics, and enhancing machine learning capabilities. Ataccama ONE Platform could enhance its user-friendliness, simplify its setup process, and reduce its complexity for small businesses.

Ease of Deployment and Customer Service: Experian Data Quality ensures a seamless deployment process with satisfactory support, making it accessible for small to medium-sized businesses. Ataccama ONE Platform offers a flexible deployment model suitable for large enterprises with extensive support to assist with complex environments.

Pricing and ROI: Experian Data Quality is cost-effective, appealing to customers with budget constraints, and ensures a moderate return on investment. Ataccama ONE Platform involves higher initial costs but offers extensive capabilities, potentially leading to higher long-term ROI. While Experian is suitable for cost efficiency, Ataccama promises greater returns over time despite higher costs.

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

Buyer's Guide

Ataccama ONE Platform vs. Experian Data Quality

November 2026

Download the complete report

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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

3rd

Ranking in Data Scrubbing Software

3rd

Average Rating

7.8

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Master Data Management (MDM) Software (5th), Data Governance (14th), AI Observability (25th)

Experian Data Quality

Ranking in Data Quality

16th

Ranking in Data Scrubbing Software

2nd

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of November 2026, in the Data Quality category, the mindshare of Ataccama ONE Platform is 4.6%, down from 5.7% compared to the previous year. The mindshare of Experian Data Quality is 4.5%, up from 2.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Quality Mindshare Distribution
Product	Mindshare (%)
Ataccama ONE Platform	4.6%
Experian Data Quality	4.5%
Other	90.9%

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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it_user187320

BI Developer at a manufacturing company with 1,001-5,000 employees

Fast in taking unstructured data, processing it and spitting out all the different data types. The team moved to SSIS/SSRS, I suspect it didn’t fit in with the goal of creating a data warehouse.

The manual calculations and formulae. They were a bit complex. The formulae were a bit abstract. Not easy to understand. Not intuitive. I sat beside an SSIS guru and he took one look at them and said “Good luck Geoff”. I coded them all and after I left, I got a call from a techy there asking me what they were all about! He hadn’t a clue how to unravel them, even with documentation. Also, they managed to accidentally delete them all. No idea how they did that. After a few panic-filled phone calls, they dropped the whole thing. It was a mess there. Glad I left.

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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 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."

"The data profile itself is excellent. You can understand the quality of the data in layman's terms."

"The software itself is quite good and met all my requirements."

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

"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."

More Ataccama ONE Platform pros

"We were easily able to merge the two sets of data and find the inconsistencies between the two allowing us to complete this part of the project in speedy fashion."

"X88 gave a quick view of the quality of the data and a rapid way to fix issues before exporting for use."

"It has given us the ability to build information that wasn’t otherwise there, to build confidence in our applications, to troubleshoot data effectively and focus our efforts on genuine errors."

"It is excellent for data profiling."

"Pandora provides a quick, efficient way to analyze, control and improve data using integrated technology."

"The customer service was very good."

"The product allowed us to complete the project on time and within budget and is continuing to be used on subsequent Data Migration/Integration projects."

Cons

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

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

"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."

"It is complicated to fetch 20-25 reports when we profile the data."

"For improvement, I feel there is a size issue. Whenever we create a monitoring project with a large amount of data, such as multiple catalogs, it starts failing."

"I remember one disadvantage, I couldn't load large database to Ataccama DQ Analyzer. One time I had one single database close to 180G which was not able to load to Ataccama DQ Analyzer, and had to use another solution."

"They could focus more on marketing the product. The current marketing strategy is not working."

"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."

More Ataccama ONE Platform cons

"End to End connectivity could do with some improvement which I believe they are working on at this time."

"The product appears to be horizontally scalable, but is not something I would use in a large scale automated architecture."

"The online training is very useful but needs expanding and updating – it has loads of potential."

"It is way, way over-priced in my opinion."

"The free data profiler doesn't contain enough dashboards to give the user a better feel of the program."

"The tool was very unstable and was constantly hogging the resources, even if was not operating at the moment."

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."

"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."

"The product is reasonably priced."

Information not available

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Top Industries

By visitors reading reviews

Manufacturing Company

12%

Financial Services Firm

11%

Outsourcing Company

Comms Service Provider

Retailer

11%

Financial Services Firm

11%

Manufacturing Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	4
Large Enterprise	12

By reviewers
Company Size	Count
Small Business	1
Midsize Enterprise	1
Large Enterprise	6

Questions from the Community

What needs improvement with Ataccama ONE Platform?

For improvement, I feel there is a size issue. Whenever we create a monitoring project with a large amount of data, such as multiple catalogs, it starts failing. If that size issue can be fixed, At...

See all answers

What is your primary use case for Ataccama ONE Platform?

My main use case for Ataccama ONE Platform is to create data quality rules and perform profiling of my data, majorly focused on data quality. A specific example of how I used Ataccama ONE Platform ...

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...

See all answers

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Comparisons

Semarchy xDM vs Ataccama ONE Platform

Compared 11% of the time

Qlik Talend Cloud vs Ataccama ONE Platform

Compared 7% of the time

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

Compared 6% of the time

Collibra Platform vs Ataccama ONE Platform

Compared 4% of the time

BCC Data Quality vs Ataccama ONE Platform

Compared 2% of the time

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Compared 14% of the time

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Compared 8% of the time

Qlik Talend Cloud vs Experian Data Quality

Compared 6% of the time

Data8 Data Quality vs Experian Data Quality

Compared 6% of the time

SAP Data Services vs Experian Data Quality

Compared 3% of the time

More Experian Data Quality Competitors

Product Reports

Buyer's Guide

Ataccama ONE Platform

November 2026

Download Ataccama ONE Platform product report

Buyer's Guide

Data Quality

October 2026

Download Experian Data Quality product report

Also Known As

Ataccama DQ Analyzer

QAS-Experian Data Quality, Experian Pandora, Intelligent Search Technology Data Quality

Overview

Ataccama ONE Platform is a flexible, license-free tool known for its ease of use with drag-and-drop features, enhancing data quality and integrating capabilities across environments.

Designed for data quality and governance, Ataccama ONE Platform automates tasks and integrates seamlessly with data solutions like Collibra. It offers robust data profiling, match and merge rules, and dashboard reporting, effectively reducing duplicates and improving data quality. While highly adaptable, there's room for enhanced integration with tools and more intuitive user interactions, primarily when working with large datasets and unstructured data.

What are the key features of Ataccama ONE Platform?

License-Free: Offers cost-effective deployment without licensing fees.
Drag-and-Drop Functionality: Simplifies usage and enhances user interaction.
Automation: Streamlines workflows and increases efficiency.
Data Profiling: Identifies data anomalies and patterns.
Integration with Collibra: Enhances data governance capabilities.

What benefits should users expect?

Improved Data Quality: Increases accuracy and reliability of data.
Cost and Time Savings: Reduces expenses and time associated with data management tasks.
Enhanced Storage Efficiency: Minimizes storage requirements by reducing duplicates.
Advanced Data Governance: Strengthens data integrity and oversight.

In finance, healthcare, and telecommunications, Ataccama ONE Platform is utilized for data migration analysis, customer data mastery, and data quality rule development, ensuring comprehensive metadata classification and robust data quality firewalls.

Ataccama

Experian Data Quality offers advanced tools to manage and enhance data integrity, supporting businesses in making informed decisions. It provides sophisticated solutions to maintain data accuracy and consistency across platforms.

Experian Data Quality is designed to handle complex data requirements with ease. Its tools are essential for organizations that demand precise and reliable data management. Users benefit from accurate data profiling, which ensures data quality at every level. Its flexible data management capabilities allow businesses to adapt to changing data landscapes seamlessly, enhancing operational efficiency and decision-making processes.

What are the key features of Experian Data Quality?

Data Profiling: Offers insights to improve data integrity.
Data Cleansing: Ensures information accuracy by removing errors.
Data Enrichment: Enhances data with additional context.
Data Integration: Seamless integration with business systems.
Data Monitoring: Tracks data quality over time.

What benefits and ROI should users look for in reviews?

Enhanced Decision-Making: Accurate data leads to smarter business decisions.
Operational Efficiency: Streamlined data processes improve productivity.
Cost Reduction: Minimizes losses due to erroneous data.
Customer Insight: Better data clarity aids in understanding customer behavior.

Experian Data Quality is widely implemented in sectors such as finance, healthcare, and retail, where maintaining data accuracy is critical. These industries rely on the platform to deliver consistent and precise data for compliance and strategic initiatives. Its capacity to adapt to different industry standards makes it an integral tool for businesses seeking efficient data management solutions.

Experian

Sample Customers

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

Overstock.com, Cabela, Drugstore.com, Saks Fifth Avenue, Midmark, Umpqua Bank, Colorado Department of Labor & Employment, Fresno Pacific University, University of North Texas, ALDO

Buyer's Guide

Ataccama ONE Platform vs. Experian Data Quality

November 2026

Free Report: Ataccama ONE Platform vs. Experian Data Quality

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We monitor all Data Quality reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.