Ataccama ONE Platform vs BigID comparison

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Ataccama ONE Platform

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Executive SummaryUpdated on Aug 13, 2025

Ataccama ONE Platform and BigID are competing in the data management and governance space. Ataccama ONE is favored for its comprehensive governance capabilities, while BigID takes the lead with its focus on privacy protection and data discovery, appealing to enterprises with compliance and risk management needs.

Features: Ataccama ONE Platform offers valuable data quality management, unified data governance, and an integrated approach for metadata management. It provides a holistic view and control over data assets. BigID excels with advanced data privacy management, data discovery tools, and strong capabilities in identifying, classifying, and protecting sensitive information. Its ability to manage both structured and unstructured data is a strong feature for businesses prioritizing data security.

Room for Improvement: Ataccama ONE could improve by simplifying its initial setup process, enhancing integration with existing systems, and offering more flexible deployment options. BigID might enhance its feature set by providing better tools for dealing with near real-time data, expanding compatibility with additional data storage solutions, and simplifying its user interface for easier navigation.

Ease of Deployment and Customer Service: Ataccama ONE offers a seamless deployment experience though it may require more initial setup complexity. It ensures strong customer support but benefits from improved flexibility in deployment options. BigID provides a flexible cloud and on-premises deployment model, making it easier to integrate, and backs it with a responsive customer support team.

Pricing and ROI: Ataccama ONE involves a higher upfront cost due to its extensive tools for broad data governance, which justifies the investment for comprehensive needs. BigID offers a more cost-effective entry point with a strong ROI focus on privacy and data discovery features, making it appealing for companies prioritizing compliance and quick returns on investment.

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

Ataccama ONE Platform vs. BigID

September 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:

Categories and Ranking

Ataccama ONE Platform

Ranking in Data Governance

11th

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Data Quality (4th), Data Scrubbing Software (3rd), Master Data Management (MDM) Software (4th)

BigID

Ranking in Data Governance

6th

Average Rating

8.2

Reviews Sentiment

7.3

Number of Reviews

Ranking in other categories

Data Privacy Management Software (3rd), Data Security Posture Management (DSPM) (5th)

Mindshare comparison

As of October 2025, in the Data Governance category, the mindshare of Ataccama ONE Platform is 2.3%, up from 2.2% compared to the previous year. The mindshare of BigID is 6.8%, down from 7.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Governance Market Share Distribution
Product	Market Share (%)
BigID	6.8%
Ataccama ONE Platform	2.3%
Other	90.9%

Data Governance

Featured Reviews

JohnZacharkan

Senior Architect at SourcEdge

Enhanced data quality with machine learning support in diverse environments

We used Ataccama ONE to read data from the mainframe for a data quality perspective. There's a significant lack in that area with tools being able to interface with mainframe. MetLife has a diverse environment, including DB2, Oracle, SQL Server, legacy, and vSAN files. Being able to work in these various environments and put them to a single data quality tool was very appealing. Additionally, Ataccama supported AI and machine learning, which was one of the features I liked. Furthermore, we were able to interface bidirectionally with Collibra for data governance, catching data quality issues before propagating through the system.

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Ankita Sabale

Senior Associate - IT Governance and Compliance at Fulcrum Digital Inc

Predefined classifiers in place support sensitive data scanning effectively

BigID does not currently support Kerberos authentication for DataStax. On the user interface, analyzing true and false positives can be challenging, as I can only view 2,000 characters at a time. When tagging scan results, all objects get tagged without the option to untag specific ones. This requires reverting changes through MongoDB, which can result in data loss.

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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

"It is also easy to deploy."

"The desktop version of the solution was particularly valuable to me, primarily for creating components. We opted for the data quality aspect to assess the quality of our data warehouse. The functionalities available allowed us to not only check data quality but also serve as an ETL tool. This versatility enabled data transformation and storage in various formats, including files on platforms like SharePoint or local online directories. The flexibility of the tool catered to the specific needs of those building components, contributing to our desired outcomes."

"The ease of use of the user console is valuable."

"The drag-and-drop feature is incredibly flexible and straightforward."

"The data profile itself is excellent. You can understand the quality of the data in layman's terms."

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

"The notable aspect lies in the workflow structure, where building the workflow aligns significantly with data governance."

"The product’s important feature is data profiling and quality check."

"BigID offers different scan types for data discovery. The most powerful one is the full scan, which scans both data and metadata. However, the metadata scan is faster in comparison."

"One of the most valuable things in a data-focused world is a tool, a technology that's data-centric, not trying to master data management or whatever else. It's a source of truth for what data an organization holds, giving it the ability to catalog, categorize, and understand its data."

"The tool's most valuable feature is correlation. Using BigID's data classification capabilities has strengthened our data security. It lets me classify and connect data, which helps me manage data at various classification levels."

"The data classification offered by the tool can help companies improve their security strategy"

"BigID integrates well with our other products."

"BigID's scanning feature is its most valuable component."

"It provides a unified view across different databases and supports a wide range of data source types, including cloud and on-premises systems."

"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 impressive. It offers custom classifiers and a blend of regular exploration and artificial intelligence, making it a next-generation solution. This enhances data security, and its security posture management is straightforward and user-friendly."

More BigID pros

Cons

"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."

"They could focus more on marketing the product. The current marketing strategy is not working."

"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."

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

"The interfacing to tools such as Collibra was somewhat cumbersome and required more thought."

"Data movement is a pain."

"It is complicated to fetch 20-25 reports when we profile the data."

"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."

"More classifications about different states are needed"

"Some users find catalog navigation challenging due to the lack of a search-by-column feature, which makes it difficult to locate specific data quickly."

"There are some shortcomings when it comes to Calvirus authentication, which is not yet supported by BigID."

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

"In terms of what could be improved, when you're looking in a BigID file, you cannot really get the whole file. You have to export it to download it to another platform that allows you to completely view it, or run a program. That was one of the things that was really a disappointing point for me. Not to be able to view everything. There's a lot more data, but you can't get it all at once."

"I want them to focus on data mapping, assessment, automation workflow, and privacy incident management. The privacy tools have not been widely used, and they have not invested much in privacy code privacy tools."

"There are some shortcomings when it comes to Calvirus authentication, which is not yet supported by BigID."

"The tool currently lacks security features."

More BigID cons

Pricing and Cost Advice

"There is no need to buy a license. You can just download it and use it for free."

"The product is reasonably priced."

"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."

"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."

"The solution is not licensed per user but rather based on capacity. For instance, organizations with large amounts of data, such as 50 GB or more, are the ones that typically qualify for BigID."

"The solution is expensive."

"The product is expensive, but so are all competitor tools"

"I think that BigID's pricing is very reasonable."

"The pricing depends. If you have thousands of data sources to connect and manage, and you struggled with an MDM package in the past, you'll find BigID valuable and even cheap. But if you're a small business, it's probably not the right tool for you."

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Top Industries

By visitors reading reviews

Financial Services Firm

13%

Manufacturing Company

10%

Computer Software Company

Insurance Company

Financial Services Firm

24%

Computer Software Company

Insurance Company

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	3
Large Enterprise	7

By reviewers
Company Size	Count
Small Business	5
Large Enterprise	7

Questions from the Community

What do you like most about Ataccama ONE Platform?

The notable aspect lies in the workflow structure, where building the workflow aligns significantly with data governance.

What needs improvement with Ataccama ONE Platform?

The interfacing to tools such as Collibra was somewhat cumbersome and required more thought. While it was possible to configure these interfaces, they required some coding. It would be beneficial i...

What is your primary use case for Ataccama ONE Platform?

Some of the use cases for Ataccama ONE included data quality, identifying and mapping to Collibra, which was their data governance tool. It was critical for them to interface directly with that too...

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...

What needs improvement with BigID?

What is your primary use case for BigID?

BigID is part of our data governance project. We onboard data sources in our environment and scan for specific sensitive data sets, such as SSN numbers, passport numbers, and medical information, w...

Microsoft Purview Data Governance vs Ataccama ONE Platform

Comparisons

Compared 18% of the time

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

Compared 16% of the time

Collibra Governance vs Ataccama ONE Platform

Compared 12% of the time

Talend Data Quality vs Ataccama ONE Platform

Compared 8% of the time

Profisee vs Ataccama ONE Platform

Compared 5% of the time

More Ataccama ONE Platform Competitors

Varonis Platform vs BigID

Compared 20% of the time

Cyera vs BigID

Compared 18% of the time

Microsoft Purview Data Governance vs BigID

Compared 14% of the time

Securiti vs BigID

Compared 8% of the time

Microsoft Purview Information Protection vs BigID

Compared 4% of the time

More BigID Competitors

Product Reports

Download Ataccama ONE Platform product report

Ataccama ONE Platform

October 2025

Download BigID product report

October 2025

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 is a leader in data security, privacy, compliance, and governance: enabling organizations to proactively discover, manage, protect, and get more value from their data in a single platform for data visibility and control. Customers use BigID to reduce their data risk, automate security and privacy controls, achieve compliance, and understand their data across their entire data landscape: including multicloud, hybrid cloud, IaaS, PaaS, SaaS, and on-prem data sources.

Drives visibility and control for all sensitive & critical datah
helps organizations understand and minimize data risk across the cloud & on-prem
AI automation
End-to-end data lifecycle management
DSPM
Data Security
Privacy Automation
Data inventory
Compliance

Sample Customers

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

Home Depot, Grant Thornton LLP, Cimpress, Fidelity Investments