Ataccama ONE Platform vs BigID Next comparison

Ataccama and BigID are both solutions in the Data Governance category. Ataccama is ranked #10 with an average rating of 7.7, while BigID is ranked #6 with an average rating of 8.3. Ataccama holds a 2.3% mindshare in DG, compared to BigID’s 5.2% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 100% of BigID users who would recommend it.

Ataccama ONE Platform

Read 15 Ataccama ONE Platform reviews

2,954 Views
1,684 Comparison Views

100% willing to recommend

BigID Next

Read 15 BigID Next reviews

5,072 Views
3,855 Comparison Views

100% willing to recommend

Ataccama ONE Platform

BigID Next

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 22, 2026

Ataccama ONE Platform and BigID Next compete in the data management sphere. Ataccama ONE Platform has an advantage in scalability and governance for diverse environments, while BigID Next edges ahead with its strong emphasis on privacy and compliance.

Features: Ataccama ONE Platform is notable for data profiling, quality checks, and flexible deduplication processes. It seamlessly integrates with Collibra for governance and supports AI and machine learning. BigID Next stands out with its advanced scanning capabilities for structured and unstructured data and its robust classification features, which bolster security and compliance.

Room for Improvement: Ataccama ONE Platform struggles with handling large volumes of data and has a complex interface needing better documentation. Enhancements are required in performance for large datasets and process automation. BigID Next should improve its user interface, scan reliability, and automation features. Security enhancement and more classifier options, alongside better scan result management, are areas for improvement.

Ease of Deployment and Customer Service: Ataccama ONE Platform is typically deployed on-premises or in hybrid cloud settings and offers strong support despite potential delays in issue resolution. BigID Next is lauded for its flexible deployment in private or hybrid clouds, with generally satisfactory customer service, though support quality can be inconsistent.

Pricing and ROI: Ataccama ONE Platform offers a free entry-level version with well-priced additional features, boosting ROI through efficient data management. BigID Next, while expensive, provides modular pricing, appealing to organizations with high data demands. Effective integration can result in substantial ROI, especially for businesses requiring stringent compliance.

To learn more, read our detailed Ataccama ONE Platform vs. BigID Next Report (Updated: December 2025).

Buyer's Guide

Ataccama ONE Platform vs. BigID Next

December 2025

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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

7.3

BigID Next offers strong ROI through compliance, data management integration, cost savings, automation, and reduced staffing, avoiding fines.

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

It is one of the best tools in the market.

Abhijit MAJUMDAR

Senior Manager at KPMG

We have seen returns across all three aspects: fewer employees needed, money saved, and time saved with BigID.

reviewer2789535

Senior Security Consultant at a consultancy with 10,001+ employees

I have seen a return on investment from using BigID, particularly as it is a regulatory and compliance tool that helps avoid potential penalties for non-compliance.

Aniruddha Nath

Senior Security Consultant at a consultancy with 10,001+ employees

For more quotes and insights, download the BigID Next 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

6.5

BigID Next's support is praised for responsiveness, efficiency, and high customer satisfaction, despite occasional delays and time-consuming initial contact.

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

BigID has one of the best technical support teams.

Abhijit MAJUMDAR

Senior Manager at KPMG

I would rate the customer support a six because you cannot directly reach out to L3 or L2 support if there's a major issue.

Aniruddha Nath

Senior Security Consultant at a consultancy with 10,001+ employees

developing the custom connectors was relatively easy because of the courses I attended at BigID University and the support given by the BigID engineering team.

reviewer2789535

Senior Security Consultant at a consultancy with 10,001+ employees

For more quotes and insights, download the BigID Next 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

6.7

BigID Next is scalable with mixed opinions, excelling in large environments but facing data handling and presentation challenges.

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

I have added very large data sources to the BigID environment, and it remains stable.

reviewer2789535

Senior Security Consultant at a consultancy with 10,001+ employees

BigID is scalable, allowing you to purchase as many scanners as you want.

Aniruddha Nath

Senior Security Consultant at a consultancy with 10,001+ employees

For more quotes and insights, download the BigID Next 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

7.5

BigID Next is often seen as reliable with some stability concerns but praised for data security and ease of use.

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

BigID is generally stable, however, there is a noted issue with bulk tagging that can affect scan results.

Ankita Sabale

Senior Associate - IT Governance and Compliance at Fulcrum Digital Inc

For more quotes and insights, download the BigID Next report

Room For Improvement

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

BigID Next needs enhancements in file access, security, automation, UI navigation, deployment, data governance, and support features.

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

There is also an issue with incident tagging, where all objects get tagged without an option to untag specific ones, and reverting changes is only possible through MongoDB Central, which can lead to data loss for certain periods.

Ankita Sabale

Senior Associate - IT Governance and Compliance at Fulcrum Digital Inc

I want them to focus on data mapping, assessment, automation workflow, and privacy incident management.

Abhijit MAJUMDAR

Senior Manager at KPMG

BigID deserves recognition for the data discovery part, which has been wonderful and quite accurate, along with the confidence level process that allows us to fine-tune results for better accuracy from the database.

Subhadsaha Shah

Assistant Manager - Cyber : Digital Privacy and Trust at Deloitte

For more quotes and insights, download the BigID Next report

Setup Cost

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

BigID Next offers premium, capacity-based pricing; valued by large enterprises for advanced features, less feasible for smaller businesses.

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

BigID might be expensive as it involves various paid services, like data retention and graphic rights management.

Ankita Sabale

Senior Associate - IT Governance and Compliance at Fulcrum Digital Inc

The pricing is competitive in the market, however, I need to ask for the right price.

Abhijit MAJUMDAR

Senior Manager at KPMG

For more quotes and insights, download the BigID Next report

Valuable Features

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

BigID Next offers a user-friendly design, seamless Microsoft integration, and powerful data discovery, classification, and protection 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

One of the best features of BigID is its strength in data discovery and governance.

Abhijit MAJUMDAR

Senior Manager at KPMG

BigID simplifies things by integrating both data protection and data privacy in one environment, making it easier for end users.

reviewer2789535

Senior Security Consultant at a consultancy with 10,001+ employees

The most valuable feature of BigID is its large number of classifiers, which allow us to scan for specific data such as SSN numbers.

Ankita Sabale

Senior Associate - IT Governance and Compliance at Fulcrum Digital Inc

For more quotes and insights, download the BigID Next report

Categories and Ranking

Ataccama ONE Platform

Ranking in Data Governance

10th

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 (39th)

BigID Next

Ranking in Data Governance

6th

Average Rating

8.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Data Loss Prevention (DLP) (7th), Data Privacy Management Software (2nd), Data Security Posture Management (DSPM) (4th), AI Data Analysis (2nd)

Mindshare comparison

As of January 2026, in the Data Governance category, the mindshare of Ataccama ONE Platform is 2.3%, down from 2.8% compared to the previous year. The mindshare of BigID Next is 5.2%, down from 7.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Governance Market Share Distribution
Product	Market Share (%)
BigID	5.2%
Ataccama ONE Platform	2.3%
Other	92.5%

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

Aniruddha Nath

Senior Security Consultant at a consultancy with 10,001+ employees

Data discovery has transformed compliance workflows and automation now speeds up requests and remediation

The best feature that BigID offers is data discovery and classification, which is the most powerful engine. It allows connecting to many different data sources, ranging from cloud to on-premises to structured to unstructured data. If there is no connector available, you can build your own classifiers as well. Regarding the custom classifier option, you can build custom classifiers using regular expressions, and I have done that if you know how to create regular expressions. Custom connectors are something you create to connect to a database where the connector is not available. BigID has positively impacted my organization as it's a very powerful tool, especially with the increasing regulatory compliances for different countries such as GDPR, CCPA, and India's recent DPDPA act. Having these tools in place greatly helps organizations avoid any penal charges for not being compliant with the regulatory compliances. For example, regarding compliance or reduced risks for my clients, the DSAR process I was talking about allows organizations to respond quickly to user data deletion requests under GDPR law, which traditionally has a 30-day or 60-day timeline. In larger organizations, when the number of requests is high, it becomes tedious. However, using DSAR automation with BigID, it's almost instantaneous; instead of 30 days, you can respond in just one day to what users have requested.

Read full review

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Top Industries

By visitors reading reviews

Manufacturing Company

11%

Financial Services Firm

11%

Computer Software Company

Energy/Utilities Company

Financial Services Firm

22%

Insurance Company

Computer Software Company

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	5
Large Enterprise	11

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 do you like most about BigID?

I like BigID's in-depth discovery and scanning capabilities, especially for unstructured data. This feature is a standout compared to competitors. The tool's data classification capabilities are i...

See all answers

What needs improvement with BigID?

One improvement I would suggest is addressing the intermittent failures of BigID scans, as there are times when some errors occur. I think the BigID team is aware of this and works on resolving iss...

See all answers

What is your primary use case for BigID?

BigID's main use case is connecting to various data sources to perform the data discovery process, classify the data within those systems, and identify sensitive information across various structur...

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Comparisons

Semarchy xDM vs Ataccama ONE Platform

Compared 12% of the time

Microsoft Purview Data Governance vs Ataccama ONE Platform

Compared 11% of the time

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

Compared 11% of the time

Collibra Platform vs Ataccama ONE Platform

Compared 10% of the time

Qlik Talend Cloud vs Ataccama ONE Platform

Compared 5% of the time

More Ataccama ONE Platform Competitors

Cyera vs BigID Next

Compared 15% of the time

Varonis Platform vs BigID Next

Compared 13% of the time

Securiti vs BigID Next

Compared 10% of the time

OneTrust DataGovernance vs BigID Next

Compared 10% of the time

Microsoft Purview Data Governance vs BigID Next

Compared 8% of the time

More BigID Next Competitors

Product Reports

Buyer's Guide

Ataccama ONE Platform

January 2026

Download Ataccama ONE Platform product report

Buyer's Guide

BigID Next

January 2026

Download BigID Next product report

Also Known As

Ataccama DQ Analyzer

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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

BigID Next offers advanced data discovery, classification, and governance tools, streamlining compliance with privacy laws while integrating seamlessly with Microsoft platforms.

BigID Next provides comprehensive data management through machine learning-enhanced capabilities, supporting data discovery and classification for both structured and unstructured data. By simplifying processes for GDPR and CCPA compliance, and facilitating data scanning and mapping across databases, it optimizes data management. Automation is central to its design, with solutions for DSAR requests, organizing data with security labels, and ensuring a holistic organizational data view. Improvements in navigation, bug fixes, and scan reliability remain essential, along with enhancing classifiers for broader region coverage.

What features does BigID Next offer?

User-Friendly Interface: Easily navigable for streamlined data operations.
Microsoft Integration: Seamless compatibility with Microsoft platforms.
Data Scanning Capabilities: Efficiently scans structured and unstructured data.
Data Classification and Discovery: Identifies and categorizes sensitive data.
Security Labels: Supports predefined and custom security labels.
Automation for PII Requests: Automates privacy request management.
Compliance Adherence: Aligns with GDPR and CCPA requirements.
Scheduling Scans: Facilitates planned data assessments.
Machine Learning: Enhances data mapping, auditing, and management.

What benefits should users look for?

Enhanced Compliance: Supports adherence to major privacy laws like GDPR and CCPA.
Data Mapping Efficiency: Improves data locating and classification.
Automation Features: Saves time with automated data request handling.
Comprehensive Integration: Works well with existing security tools.
Holistic Data View: Offers clear insights into data storage and use.

BigID Next is commonly implemented in industries needing robust data governance, such as finance and healthcare, where data privacy and compliance with regulations are critical. It aids in scanning and classifying extensive data volumes, helping businesses maintain regulatory compliance while managing data risks effectively.

BigID

Sample Customers

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

Home Depot, Grant Thornton LLP, Cimpress, Fidelity Investments

Buyer's Guide

Ataccama ONE Platform vs. BigID Next

December 2025

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