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Ataccama ONE Platform vs Decube comparison

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Comparison Buyer's Guide

Executive Summary

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
Average Rating
7.8
Reviews Sentiment
6.6
Number of Reviews
16
Ranking in other categories
Data Scrubbing Software (3rd), Master Data Management (MDM) Software (5th), Data Governance (14th), AI Observability (25th)
Decube
Ranking in Data Quality
27th
Average Rating
8.6
Reviews Sentiment
4.3
Number of Reviews
2
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 Decube is 0.1%. It is calculated based on PeerSpot user engagement data.
Data Quality Mindshare Distribution
ProductMindshare (%)
Ataccama ONE Platform4.6%
Decube0.1%
Other95.3%
Data Quality
 

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.
SaifSaif - PeerSpot reviewer
Software Engineer and Lead Generation Specialist at Lacleo Ai
Centralized monitoring has improved data quality and now keeps daily reporting reliable
What I like most about Decube are the data quality monitoring, pipeline monitoring, and alerting features. It makes it easier to spot issues early, track data freshness, and understand what's going wrong without having to manually check everything. The alerting features in Decube are really helpful because I don't have to keep checking everything manually. If a pipeline fails, data is delayed, or something unusual happens, Decube notifies me so I can look into it quickly. It saves time and helps me catch small issues before they affect our reports or daily work. Decube brings useful monitoring tools together, saves manual effort, and makes it easier to maintain reliable data pipelines with fewer surprises.

Quotes from Members

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

Pros

"The ease of use of the user console is valuable."
"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."
"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."
"It is also easy to deploy."
"The data profile itself is excellent. You can understand the quality of the data in layman's terms."
"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."
"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."
"Decube brings useful monitoring tools together, saves manual effort, and makes it easier to maintain reliable data pipelines with fewer surprises."
"The data lineage chart is definitely helpful because it allows us to traverse how data flows from the source to the report layer, providing full visibility of how the system works."
 

Cons

"Data movement is a pain."
"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."
"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 would not say Ataccama ONE Platform is one hundred percent stable. I would rate it at seventy percent stable."
"I have heard that the licensing and setup costs are quite high, especially if we try to connect for a support call."
"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."
"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."
"There are a few drawbacks to the product. If I delete any record, it is not immediate and does not allow me to create the assets again."
"Decube could improve by offering more customizable alerts, a simpler dashboard, faster setup, and clearer troubleshooting suggestions when pipeline issues occur."
 

Pricing and Cost Advice

"The product is reasonably priced."
"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."
"There is no need to buy a license. You can just download it and use it for free."
Information not available
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Top Industries

By visitors reading reviews
Manufacturing Company
12%
Financial Services Firm
11%
Outsourcing Company
8%
Comms Service Provider
6%
Construction Company
44%
Comms Service Provider
10%
Financial Services Firm
8%
Healthcare Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Large Enterprise12
No data available
 

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...
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 ...
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 needs improvement with Decube?
There are a few drawbacks to the product. If I delete any record, it is not immediate and does not allow me to create the assets again. The system indicates that the asset is already available. We ...
What is your primary use case for Decube?
Decube is being used to build a data glossary, data catalog, lineage, data monitoring, and observability. After using Decube for three to four months, I believe it looks good now. It operates at th...
What advice do you have for others considering Decube?
Currently, I work with other tools on various data governance activities. For data governance specifically, Decube is the only tool I am dealing with.
 

Also Known As

Ataccama DQ Analyzer
No data available
 

Overview

 

Sample Customers

Société Générale, First Data, Raiffeisenbank International, T-Mobile, Avast, RSA, Toronto Public Library
Information Not Available
Find out what your peers are saying about Ataccama ONE Platform vs. Decube and other solutions. Updated: November 2026.
921,523 professionals have used our research since 2012.