Ataccama ONE Platform vs Atlan comparison

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Ataccama ONE Platform

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Executive SummaryUpdated on Feb 22, 2026

Ataccama ONE Platform and Atlan compete in the data management and governance sector, each offering distinct strengths. Atlan appears to have an edge due to its intuitive design and integration capabilities, which are especially beneficial for business users.

Features: Ataccama ONE Platform excels in data profiling, cleansing, and effective quality checks, along with straightforward match and merge rule setups. Its drag-and-drop feature and ability to function in diverse environments are notable. Atlan is recognized for its out-of-the-box connectors and automated lineage tracking, which enhance data cataloging efficiency. The intuitive design facilitates metadata management and data governance practices while integrating with communication platforms and automating processes.

Room for Improvement: Ataccama ONE Platform struggles with large data volumes, requiring enhanced integration capabilities and better documentation. It could benefit from improved flexibility in interfacing tools like Collibra. Atlan could improve its governance capabilities and streamline workflows for smoother integration with business data, enhancing lineage tracking, user interfaces, and support documentation.

Ease of Deployment and Customer Service: Ataccama ONE Platform accommodates diverse deployment environments, including on-premises and hybrid cloud setups, with generally positive technical support though some users mention delays with complex issues. Atlan offers flexible deployment options across public, private, and hybrid cloud settings, with satisfactory technical support and quick response times, though documentation for new users could be more robust.

Pricing and ROI: Ataccama ONE Platform is viewed as reasonably priced with a free version, though licensing and support costs might be a challenge. Implementation delivers notable time and cost savings. Atlan's per-user pricing model is attractive for medium to large enterprises, often seen as more cost-effective than Ataccama for these segments, providing a competitive edge and evident return on investment.

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

Ataccama ONE Platform vs. Atlan

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Helped 921,148 peers since 2012

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 Governance

14th

Average Rating

7.8

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Data Quality (3rd), Data Scrubbing Software (3rd), Master Data Management (MDM) Software (5th), AI Observability (25th)

Atlan

Ranking in Data Governance

9th

Average Rating

8.4

Reviews Sentiment

5.8

Number of Reviews

Ranking in other categories

Metadata Management (5th)

Mindshare comparison

As of November 2026, in the Data Governance category, the mindshare of Ataccama ONE Platform is 1.9%, down from 2.5% compared to the previous year. The mindshare of Atlan is 1.9%, down from 2.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Governance Mindshare Distribution
Product	Mindshare (%)
Atlan	1.9%
Ataccama ONE Platform	1.9%
Other	96.2%

Data Governance

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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Charles Mattison

Information Security Analyst at Pfizer

Automation has transformed data quality workflows and now saves significant time and cost

A quick specific example of how our team uses Atlan to automate a manual or high-risk task is the robust functionality for the quality management of metadata sets. The most helpful thing here is all the dashboards that provide visibility in one place. We use this tool because it is very easy and integrable with other data sources, which is very convenient and time-saving. By switching to Atlan, we have increased our productivity and saved a lot of business time through automation. My team, whether technical or non-technical, adapted Atlan very quickly because of its simple and intuitive user interface. The best features Atlan offers include the ease to extract and modify the data. We can do very quick and smooth integration. It is an open-source framework that provides extension capability to the APIs it uses. Tons of automation help to automate tedious and time-consuming tasks, thereby reducing error and saving time and cost. It is extremely user-friendly and intuitive to navigate, especially the user interface. Atlan has positively impacted my organization by saving time and money while consolidating our metadata sets. Integration with Amazon and Tableau have definitely sped up our time to value. We have saved fifty-five percent of our time through the automation of tedious and time-consuming tasks. Extraction of data is easy. In this data catalog solution, data modification is really simple and easy. Integration with other software is very seamless and easy, thereby simplifying our workflow. Atlan is very scalable and helps to grow our organization while catering to our needs. It enables the team to automate manual and high-risk tasks to make them error-free as much as possible and save time and cost. It is a very cost-effective tool that should be highly adaptable and usable in any organization.

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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

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

"It is also easy to deploy."

"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."

"At the beginning, we had almost 80 percent data quality, and after using Ataccama ONE Platform, we reached 90 percent."

"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."

"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."

"Ataccama ONE Platform has positively impacted my organization significantly, as it enables us to understand our enterprise data and clean it more effectively to gather proper insights."

More Ataccama ONE Platform pros

"Overall, I rate Atlan as a ten out of ten."

"The technical support services are good."

"Atlan is helpful for identifying datasets and discovering PI data, such as the classification levels of datasets (gold, silver, bronze)."

"Atlan has positively impacted the organization since it helps in discovering already available assets, allowing for reduction of redundant ingestion of external data and reduction of time to market for any project."

"By switching to Atlan, we have increased our productivity and saved a lot of business time."

"The interfaces and automated imports have helped me with transparency, as we have different sources from different techniques such as DBT, Snowflake, and other regular databases, making it effective to connect these sources and navigate through them, filter them, and enrich the data with additional meter information."

"Overall, I rate Atlan a nine out of ten."

"As a senior analytics engineer, Atlan's ability to show end-to-end data lineage is the most important feature for me."

More Atlan pros

Cons

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

"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."

"Data movement is a pain."

"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."

"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."

"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."

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

More Ataccama ONE Platform cons

"Customer support for Atlan is not so proactive."

"One of the main areas for improvement is its governance capabilities."

"Working with templates, Excel import, export, and running automations is not self-explanatory, and you always need help from Atlan support team."

"The challenge is in the lineage, where it requires improvement. Atlas needs to capture areas where organizations use less known applications."

"One of the main areas for improvement is its governance capabilities. Atlan supports only basic out-of-the-box workflows, and it becomes challenging to customize features like how data owners should approve access to data assets."

"Certain UI changes could make Atlan more user-friendly."

"In my experience, it might be less suited for collaboration across teams."

"One area that could be improved is the capability to find duplicates of datasets."

More Atlan cons

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."

"We pay per-user license. It's a different classification model than with other solutions, where they usually charge you for resources. So, that was a better model for us. And because of this difference in models or classification, it was cheaper for us to go with Atlan."

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Top Industries

By visitors reading reviews

Manufacturing Company

12%

Financial Services Firm

11%

Outsourcing Company

Comms Service Provider

Manufacturing Company

19%

Financial Services Firm

Insurance Company

Energy/Utilities Company

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	9

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 is your experience regarding pricing and costs for Atlan?

My experience with pricing, setup cost, and licensing is that the licensing cost is a bit flexible but not affordable for smaller organizations. It might be way out of their budget, but it is very ...

What needs improvement with Atlan?

Atlan can be improved by enhancing their support process by reducing the resolution time. They have really bad and incomplete documentation, so they should work on the documentation as well, especi...

What is your primary use case for Atlan?

My main use case for Atlan is to define a flexible set of metadata, including measuring the quality of said data. Atlan is also a partner of ours, so we use it to integrate with our own tool. It al...

Semarchy xDM vs Ataccama ONE Platform

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Compared 4% of the time

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Compared 13% of the time

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Compared 13% of the time

Collibra Platform vs Atlan

Compared 12% of the time

Dawiso vs Atlan

Compared 8% of the time

Data Hub vs Atlan

Compared 2% of the time

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Product Reports

Ataccama ONE Platform

Download Ataccama ONE Platform product report

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Also Known As

Ataccama DQ Analyzer

No data available

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

Atlan is a comprehensive data management platform designed to enhance data democratization, governance, and collaboration across departments in organizations. It offers a centralized data catalog, intuitive user interface, and robust governance framework to ensure data security and compliance. Users appreciate its efficiency in streamlining processes, promoting better communication, and providing insightful analytics, which drive organizational growth and success.

Sample Customers

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

Information Not Available

Ataccama ONE Platform vs. Atlan