Ataccama ONE Platform vs Collibra Platform comparison

Ataccama and Collibra are both solutions in the Data Governance category. Ataccama is ranked #12 with an average rating of 7.7, while Collibra is ranked #2 with an average rating of 8.0. Ataccama holds a 2.0% mindshare in DG, compared to Collibra’s 8.6% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 96% of Collibra users who would recommend it.

Ataccama ONE Platform

Read 15 Ataccama ONE Platform reviews

3,391 Views
1,696 Comparison Views

100% willing to recommend

Collibra Platform

Read 74 Collibra Platform reviews

10,446 Views
8,461 Comparison Views

96% willing to recommend

Ataccama ONE Platform

Collibra Platform

Comparison Buyer's Guide

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Executive SummaryUpdated on Mar 15, 2026

Ataccama ONE Platform and Collibra Platform compete in the data management and governance space. Ataccama appears advantageous in terms of user-friendliness and automation, while Collibra excels in extensive cataloging, governance, and metadata management.

Features: Ataccama ONE Platform highlights include user-friendly interfaces, effective automation capabilities, and seamless integration with Tableau. Collibra Platform's notable features are its governance and workflow customization, comprehensive cataloging and metadata management, and strong AI support.

Room for Improvement: Ataccama ONE Platform needs enhancement in marketing strategies, integration with other platforms like IDQ, and improved handling of large data volumes. Collibra Platform could improve metadata ingestion, ease its search functionality, and streamline its pricing model.

Ease of Deployment and Customer Service: Ataccama ONE Platform offers hybrid cloud deployment but needs better and cheaper support options. Collibra Platform provides flexible on-premises and cloud deployments, with a need for quicker support response and issue resolution.

Pricing and ROI: Ataccama ONE Platform provides a free version but may involve high licensing costs. Despite this, it offers significant ROI through improved data quality. Collibra Platform is acknowledged as expensive with a complex licensing model but justifies its cost with extensive features and positive ROI for business efficiency, although high initial costs can deter smaller companies.

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

Buyer's Guide

Ataccama ONE Platform vs. Collibra Platform

March 2026

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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:

ROI

Sentiment score

6.1

Ataccama ONE reduced costs by enhancing data quality, speeding tasks, and minimizing teams, though not all users saw returns.

Sentiment score

4.9

Collibra Platform aids digital transformation and efficiency but faces challenges in measuring financial gains due to integration and costs.

Legally, financially, and reputationally, addressing these data quality issues was crucial, and implementing Ataccama was a major step for them.

JohnZacharkan

Senior Architect at SourcEdge

Money got saved and time got saved because previously, data quality was addressed through SQL and Python.

Akhil Danturti

Data Governance Analyst at Entain India

For more quotes and insights, download the Ataccama ONE Platform report

When considering the time and effort required to build a catalog and utilize it effectively, combined with the prices, it often does not make financial sense.

Mitwa Mathur

Senior Consultant at Infosys

Implementing Collibra Data Catalog can be cost-effective if its features align well with the business requirements.

Atul-Yadav

Enterprise Cloud and AI Security Architect at a security firm with 10,001+ employees

While there are no direct cost reductions, there is significant indirect cost reduction.

Saikat Ghosh

Consulting Principal & Founder at Digital Data Consultancy

For more quotes and insights, download the Collibra Platform report

Customer Service

Sentiment score

7.1

Ataccama ONE Platform's customer service is praised for effectiveness, but concerns include prolonged issue resolution and cost-related chat support suggestions.

Sentiment score

6.1

Collibra Platform's support is knowledgeable but slow, with varying responsiveness and praised training, suggesting room for improvement.

MetLife worked with senior developers who made a positive impact on our experience.

JohnZacharkan

Senior Architect at SourcEdge

We can raise a ticket using Jira, and they address it as soon as possible based on priority.

Akhil Danturti

Data Governance Analyst at Entain India

If it is a small issue, they tend to respond very quickly and they try to answer the question.

reviewer2788908

Data Engineer lV at a consultancy with 11-50 employees

For more quotes and insights, download the Ataccama ONE Platform report

When using the Collibra Resident Architect program, the customer service was excellent, with issues quickly resolved.

reviewer2696502

Data and Analytics Manager at a insurance company with 10,001+ employees

The technical support from Collibra Governance is excellent.

Atul-Yadav

Enterprise Cloud and AI Security Architect at a security firm with 10,001+ employees

I encountered some issues with data quality initially in Collibra Data Intelligence Platform, and they resolved those issues.

Saicharan Yvvs

Data Engineer at Dataeconomy

For more quotes and insights, download the Collibra Platform report

Scalability Issues

Sentiment score

5.3

Ataccama ONE is scalable, praised for data flexibility, but may face performance issues with large datasets in cloud environments.

Sentiment score

7.3

Collibra Platform excels in scalability and data governance but requires improved UI and leadership for better adoption and performance.

As the volume increases, the performance of Ataccama ONE Platform decreases.

Dm-Dm

data engineer at a tech vendor with 10,001+ employees

Ataccama ONE Platform's scalability is high, supporting large volumes of data and complex logic with flexible deployment options.

Akhil Danturti

Data Governance Analyst at Entain India

There was a concern with the architectural team about how much processing Ataccama ONE would need as usage scaled up.

JohnZacharkan

Senior Architect at SourcEdge

For more quotes and insights, download the Ataccama ONE Platform report

We were a big bank and had thousands of assets without any issues.

reviewer2696502

Data and Analytics Manager at a insurance company with 10,001+ employees

Collibra Lineage's performance is reliable, as the lineage harvest runs on the lineage server which operates on Collibra cloud.

BHUSHAN-DEOKAR

Data Governance Developer at a tech vendor with 10,001+ employees

I would rate the scalability of Collibra Lineage as a nine; it is a scalable solution for my business.

SaicharanYvvs

Data Engineer at DATAECONOMY INC

For more quotes and insights, download the Collibra Platform report

Stability Issues

Sentiment score

7.4

Ataccama ONE is stable and reliable, with minor issues mostly during upgrades; users rate it 70-80% stable.

Sentiment score

7.8

Collibra Platform is stable and reliable, praised for minimal issues, though upgrades may briefly affect complex data handling.

The updates were worth implementing, with no significant problems observed.

JohnZacharkan

Senior Architect at SourcEdge

We are still developing the application, so there have not been many crashes or instabilities.

reviewer2788908

Data Engineer lV at a consultancy with 11-50 employees

Ataccama ONE Platform is stable.

reviewer2789628

master data analyst operation at a manufacturing company with 5,001-10,000 employees

For more quotes and insights, download the Ataccama ONE Platform report

I rate the stability of Collibra Lineage as seven.

BHUSHAN-DEOKAR

Data Governance Developer at a tech vendor with 10,001+ employees

For more quotes and insights, download the Collibra Platform report

Room For Improvement

Ataccama ONE Platform faces performance, integration, documentation, and usability challenges needing improvements for better data handling and governance.

Enhancements needed in connectivity, automation, and AI, addressing integration, pricing, support, deployment, and performance challenges for adoption.

The documentation part can be improved because documentation is key for any organization or tool.

Akhil Danturti

Data Governance Analyst at Entain India

It would be beneficial if these interactions could be more plug-and-play and less code-intensive, making them more efficient and easier to set up.

JohnZacharkan

Senior Architect at SourcEdge

After every change and every match and merge rule you apply, you need to reprocess the entire record, which has to again go through the match and merge rules.

Dm-Dm

data engineer at a tech vendor with 10,001+ employees

For more quotes and insights, download the Ataccama ONE Platform report

Users often find it challenging to utilize data governance tools, with ease of use ranked as an important criterion by 2028 standards.

Ayman Bajnaid

Analytics Head of Data Management at King Abdullah University of Science and Technology

There should be a reduction in cost as compared to other tools.

DeepakArora

Associate Director at Grant Thornton (US)

There is an issue with Collibra Catalog's pricing model, especially for organizations with many databases, as the initial package comes with a limited number of connectors.

reviewer2696502

Data and Analytics Manager at a insurance company with 10,001+ employees

For more quotes and insights, download the Collibra Platform report

Setup Cost

Ataccama ONE Platform pricing is reasonable, with additional fees for features, impacting organizations with specific data security needs.

Collibra Platform's high pricing is offset by its valuable features, benefiting larger companies despite the costly per-user model.

What made the costing a problem with Ataccama ONE Platform is related to licensing, as it is every one year.

Dm-Dm

data engineer at a tech vendor with 10,001+ employees

The only concern I had was that some features like address validation cost a little extra with the basic plan.

Akhil Danturti

Data Governance Analyst at Entain India

I have heard that the licensing and setup costs are quite high, especially if we try to connect for a support call.

reviewer2790621

Data Analyst, Quality Assurance Specialist at a tech vendor with 10,001+ employees

For more quotes and insights, download the Ataccama ONE Platform report

Collibra has high initial costs for licensing that can be a barrier to small and medium-sized companies starting with it.

Davy Michiels

Company Owner, Data Consultant at Telenet BVBA

There are plans to increase license rates.

Ayman Bajnaid

Analytics Head of Data Management at King Abdullah University of Science and Technology

Adding modules like Privacy could become expensive.

reviewer2696502

Data and Analytics Manager at a insurance company with 10,001+ employees

For more quotes and insights, download the Collibra Platform report

Valuable Features

Ataccama ONE Platform excels in user-friendly data management, offering automation, scalability, and AI features for enhanced governance.

Collibra Platform enhances data governance with user-friendly interface, custom integrations, metadata management, collaboration, and strong AI capabilities.

We were able to interface bidirectionally with Collibra for data governance, catching data quality issues before propagating through the system.

JohnZacharkan

Senior Architect at SourcEdge

It is very good in scalability.

reviewer2788908

Data Engineer lV at a consultancy with 11-50 employees

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. Now, we complete those tasks in less than two or three days due to the automation and one-time task capability.

reviewer2790621

Data Analyst, Quality Assurance Specialist at a tech vendor with 10,001+ employees

For more quotes and insights, download the Ataccama ONE Platform report

My experience with Collibra's collaboration tools in improving data literacy has been quite good. I think it is one of the best for helping people understand and discuss certain data sets and manage workflows.

Saikat Ghosh

Consulting Principal & Founder at Digital Data Consultancy

We have saved up to 30% of manual work as a specific process or workflow became faster.

reviewer2784924

Data scientist at a wholesaler/distributor with 1-10 employees

The data lineage feature is beneficial for understanding where data is coming from.

Davy Michiels

Company Owner, Data Consultant at Telenet BVBA

For more quotes and insights, download the Collibra Platform report

Categories and Ranking

Ataccama ONE Platform

Ranking in Data Governance

12th

Average Rating

7.8

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Quality (4th), Data Scrubbing Software (4th), Master Data Management (MDM) Software (5th), AI Observability (26th)

Collibra Platform

Ranking in Data Governance

2nd

Average Rating

7.8

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

Metadata Management (1st), AI Governance (1st)

Mindshare comparison

As of March 2026, in the Data Governance category, the mindshare of Ataccama ONE Platform is 2.0%, down from 2.9% compared to the previous year. The mindshare of Collibra Platform is 8.6%, down from 13.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Governance Mindshare Distribution
Product	Mindshare (%)
Collibra Platform	8.6%
Ataccama ONE Platform	2.0%
Other	89.4%

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.

Read full review

reviewer2696502

Data and Analytics Manager at a insurance company with 10,001+ employees

It enables data governance with customizable workflows and effective customer support

There is an issue with Collibra Catalog's pricing model, especially for organizations with many databases, as the initial package comes with a limited number of connectors. This can lead to manual efforts to connect more databases, increasing costs. It would be beneficial if they offered more connectors as part of the initial package.

Read full review

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Top Industries

By visitors reading reviews

Financial Services Firm

12%

Manufacturing Company

11%

Computer Software Company

Energy/Utilities Company

Financial Services Firm

18%

Manufacturing Company

Computer Software Company

Insurance Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	4
Large Enterprise	11

By reviewers
Company Size	Count
Small Business	20
Midsize Enterprise	9
Large Enterprise	55

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...

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

What needs improvement with Collibra Data Intelligence Platform?

A separate team did the setup for this tool and was involved in setting it up. When they were doing the setup, it was a significant upfront investment in terms of the configuration, modeling, and g...

See all answers

What is your primary use case for Collibra Data Intelligence Platform?

I am a user who has worked at companies that use Collibra Platform as their data catalog and data intelligence platform tool. My first company, MetLife, used Collibra Platform, but I wouldn't know ...

See all answers

What advice do you have for others considering Collibra Data Intelligence Platform?

My advice to others looking into using Collibra Platform is to use it in cloud because that is the best solution. I give this review a rating of 10 out of 10.

See all answers

Comparisons

Semarchy xDM vs Ataccama ONE Platform

Compared 15% of the time

Microsoft Purview Data Governance vs Ataccama ONE Platform

Compared 8% of the time

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

Compared 8% of the time

Qlik Talend Cloud vs Ataccama ONE Platform

Compared 5% of the time

ibi Data Quality vs Ataccama ONE Platform

Compared 3% of the time

More Ataccama ONE Platform Competitors

Microsoft Purview Data Governance vs Collibra Platform

Compared 13% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Collibra Platform

Compared 8% of the time

Alation Data Catalog vs Collibra Platform

Compared 6% of the time

erwin Data Intelligence vs Collibra Platform

Compared 3% of the time

Privacera vs Collibra Platform

Compared 2% of the time

More Collibra Platform Competitors

Product Reports

Buyer's Guide

Ataccama ONE Platform

March 2026

Download Ataccama ONE Platform product report

Buyer's Guide

Collibra Platform

March 2026

Download Collibra Platform product report

Also Known As

Ataccama DQ Analyzer

Data Intelligence Platform, Collibra AI Governance, Collibra Catalog, Collibra Governance, Collibra Lineage, Collibra Privacy & Risk

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

Collibra Platform is preferred for workflows, data lineage, and a user-friendly interface. It enhances metadata management with robust collaboration, flexible customization, and powerful reporting, aiding organizations in effective data management.

Collibra Platform provides dependable solutions for metadata management, data lineage, and governance. It strengthens data governance with cataloging, glossaries, automation, and integration, supporting compliance and data quality management. Despite challenges with integration and metadata ingestion, the platform is vital for data governance programs, offering comprehensive AI capabilities and streamlined processes for enterprise data management.

What are Collibra Platform's key features?

Workflows: Enhances process efficiency with customizable workflows.
Data Lineage: Tracks data movement across systems for accountability.
User-friendly Interface: Simplifies interaction with intuitive design.
Metadata Management: Manages and organizes metadata for better insights.
Collaboration Features: Fosters teamwork with integrated tools.
Cataloging and Glossary: Improves governance and traceability.

What benefits should be sought in reviews?

Improved Business Processes: Drives efficiency with automation and customization.
Enhanced Data Governance: Facilitates compliance with comprehensive traceability tools.
Robust Integration: Ensures seamless data flow across various systems.
Advanced Reporting: Provides insights for data-driven decisions.

In industries, Collibra Platform supports IT teams through metadata management and data quality assurance. It is widely used for compliance initiatives like GDPR, speeding up digital transformation and enforcing policy management. Organizations employ it to consolidate business and technical metadata, ensuring effective enterprise-scale data management in diverse sectors.

Collibra

Sample Customers

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

AXA XL, DNB, Adobe, PMI, Holland America Line, UC Davis Health, Cox Automotive

Buyer's Guide

Ataccama ONE Platform vs. Collibra Platform

March 2026

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