Ataccama ONE Platform vs Microsoft Purview Data Governance comparison

Ataccama ONE Platform vs. Microsoft Purview Data Governance

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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

6.8

Microsoft Purview improves efficiency, security, and compliance, offering significant long-term ROI despite initial setup efforts.

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

Senior Architect at SourcEdge

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

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

Data Governance Analyst at Entain India

Clients benefit from using a one-stop-shop solution, increasing their visibility across different platforms.

For more quotes and insights, download the Microsoft Purview Data Governance report

Mcafee Epo Administrator at Consultant/Converge Technology Solutions

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

5.5

Microsoft Purview's customer service is mixed, with quick, knowledgeable support but delays and insufficient expertise for complex issues.

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

Senior Architect at SourcEdge

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

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

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

Overall, it doesn't meet our expectations.

AmrNaeem

Manager, Service Delivery & Solutions Architect at a computer software company with 1,001-5,000 employees

They're skillful people who know what they're doing in their space.

reviewer2596413

Dex engineer at a tech vendor with 1,001-5,000 employees

I have a dedicated team as a government agency, and Microsoft assists us promptly.

For more quotes and insights, download the Microsoft Purview Data Governance report

Data Governance Advisor at a government with 501-1,000 employees

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

7.6

Microsoft Purview Data Governance offers scalable performance, adaptable for diverse environments, with flexible architecture and ongoing scalability updates.

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.

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.

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

Senior Architect at SourcEdge

With automation, you can label five documents or 50,000 with the same amount of clicks.

reviewer2596413

Dex engineer at a tech vendor with 1,001-5,000 employees

It allows for one-to-one connections with different types of servers, either cloud-based like AWS, or physical servers.

Data Governance Advisor at a government with 501-1,000 employees

The product is scalable and works across multi-cloud and multi-platform environments.

For more quotes and insights, download the Microsoft Purview Data Governance report

Mcafee Epo Administrator at Consultant/Converge Technology Solutions

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

7.5

Microsoft Purview is highly stable, evolving consistently, with users appreciating its reliability despite occasional bugs and network issues.

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

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

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

It can take seven days to 24 hours to determine whether a policy is effective.

Mcafee Epo Administrator at Consultant/Converge Technology Solutions

Microsoft Purview Data Governance is absolutely fine in terms of stability.

For more quotes and insights, download the Microsoft Purview Data Governance report

Data Governance Advisor at a government with 501-1,000 employees

Room For Improvement

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

Microsoft Purview struggles with non-Azure data lineage, integration issues, limited macOS features, and requires better support and documentation.

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

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.

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

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

It's essential to know if a feature isn't working due to missing licenses.

For more quotes and insights, download the Microsoft Purview Data Governance report

Mcafee Epo Administrator at Consultant/Converge Technology Solutions

There are some problems with DLP rules, and it would be great if the security around DLP could be expanded.

reviewer2596326

Cloud Security Specialist at a aerospace/defense firm with 10,001+ employees

A watermark feature or similar tools to help enhance security for end users could be added.

AmrNaeem

Manager, Service Delivery & Solutions Architect at a computer software company with 1,001-5,000 employees

Setup Cost

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

Microsoft Purview Data Governance is generally viewed as reasonably priced but has varied opinions on its cost-effectiveness.

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.

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

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

The feature might be available in the console, but it won't work without the proper license, creating confusion.

Mcafee Epo Administrator at Consultant/Converge Technology Solutions

Microsoft Purview Data Governance is quite affordable compared to other market solutions, which have high initial costs.

For more quotes and insights, download the Microsoft Purview Data Governance report

Data Governance Advisor at a government with 501-1,000 employees

I'm not exactly sure how much our license costs, but it is very expensive.

reviewer2700351

Senior IT Security Risk & Compliance Analyst at a government with 501-1,000 employees

Valuable Features

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

Microsoft Purview excels in data governance with Azure integration, compliance support, multi-cloud protection, and AI-driven data management.

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

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

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

It provides a comprehensive view of the entire ecosystem's threats and compliance in real time.

AmrNaeem

Manager, Service Delivery & Solutions Architect at a computer software company with 1,001-5,000 employees

The sensitivity labeling is the most valuable feature because it is the foundation for automating the encryption process and ensuring proper data handling across the organization.

reviewer2596413

Dex engineer at a tech vendor with 1,001-5,000 employees

Microsoft Purview Data Governance has helped my company by finding insider risks, ensuring data loss prevention, and achieving compliance to make sure everybody is compliant.

reviewer2700351

Senior IT Security Risk & Compliance Analyst at a government with 501-1,000 employees

For more quotes and insights, download the Microsoft Purview Data Governance report

Categories and Ranking

Ataccama ONE Platform

Ranking in Data Governance

15th

Average Rating

7.8

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Quality (4th), Data Scrubbing Software (5th), Master Data Management (MDM) Software (6th), AI Observability (16th)

Microsoft Purview Data Gove...

Ranking in Data Governance

1st

Average Rating

7.6

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Microsoft Security Suite (8th)

Mindshare comparison

As of December 2025, in the Data Governance category, the mindshare of Ataccama ONE Platform is 2.5%, down from 2.8% compared to the previous year. The mindshare of Microsoft Purview Data Governance is 16.6%, down from 21.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Governance Market Share Distribution
Product	Market Share (%)
Microsoft Purview Data Governance	16.6%
Ataccama ONE Platform	2.5%
Other	80.9%

Data Governance

Featured Reviews

Streamlines reusable data quality rules and has highlighted the need for richer logic and documentation

Data Governance Analyst at Entain India

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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Ayinampudi Srikanth

Tech lead at a healthcare company with 5,001-10,000 employees

Automated data discovery has streamlined management while configuration remains complex

Compared to Big-ID, Microsoft Purview Data Governance looks complicated to me. I do not feel it has a good user-level UI. The interface feels a little complicated compared to Big-ID. I did not appreciate the configuration part. It felt complex, whereas when I went for a Big-ID demo, the interface looked better and was easier to understand for any user.

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See which vendors are best for you

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879,259 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

12%

Manufacturing Company

12%

Computer Software Company

10%

Energy/Utilities Company

Financial Services Firm

15%

Computer Software Company

11%

Government

Manufacturing 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	13
Large Enterprise	31

Questions from the Community

What needs improvement with Ataccama ONE Platform?

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...

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 do you like most about Microsoft Azure Purview?

It is designed to seamlessly connect to various data sources, which is particularly beneficial for our customers who primarily use Microsoft technologies.

What is your experience regarding pricing and costs for Microsoft Azure Purview?

Microsoft Purview Data Governance is quite affordable compared to other market solutions, which have high initial costs. It allows for a cost-effective start with negligible initial cost. However, ...

What needs improvement with Microsoft Azure Purview?

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

Comparisons

Compared 14% of the time

Collibra Platform vs Ataccama ONE Platform

Compared 12% of the time

Qlik Talend Cloud vs Ataccama ONE Platform

Compared 6% of the time

Semarchy xDM vs Ataccama ONE Platform

Compared 5% of the time

Anomalo vs Ataccama ONE Platform

Compared 3% of the time

More Ataccama ONE Platform Competitors

Collibra Platform vs Microsoft Purview Data Governance

Compared 20% of the time

Varonis Platform vs Microsoft Purview Data Governance

Compared 17% of the time

Alation Data Catalog vs Microsoft Purview Data Governance

Compared 9% of the time

BigID vs Microsoft Purview Data Governance

Compared 4% of the time

Microsoft Sentinel vs Microsoft Purview Data Governance

Compared 2% of the time

More Microsoft Purview Data Governance Competitors

Product Reports

Ataccama ONE Platform

Download Ataccama ONE Platform product report

Microsoft Purview Data Governance

Download Microsoft Purview Data Governance product report

Microsoft Purview Data Governance report

Also Known As

Ataccama DQ Analyzer

Microsoft Purview, MS Azure Purview

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 new Microsoft Purview portal offers an enhanced governance experience, serving as a unified platform for managing and governing data across various sources, including Azure, Microsoft 365, on-premises, and multicloud environments. Designed to streamline governance, compliance, risk, and security efforts, the new portal provides a user-friendly interface and unlocks advanced features like live view and preset scans. Existing users of Microsoft Purview can upgrade to this enhanced experience, gaining access to improved user interface, enhanced capabilities, and consolidated management of data assets. Additionally, the upgrade sets the stage for future developments, including account consolidation and fine-grained access control.

Microsoft

Sample Customers

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

Information Not Available

Ataccama ONE Platform vs. Microsoft Purview Data Governance