Ab Initio Co>Operating System vs Collibra Platform comparison

The compared Ab Initio and Collibra solutions aren't in the same category. Ab Initio is ranked #27 in DI , with an average rating of 8.3, and holds a 1.2% mindshare in the category. Collibra is ranked #2 in DG , with an average rating of 8.1, and holds a 8.8% mindshare. Additionally, 83% of Ab Initio users are willing to recommend the solution, compared to 96% of Collibra users who would recommend it.

Ab Initio Co>Operating System

Read 5 Ab Initio Co>Operating System reviews

2,651 Views
1,697 Comparison Views

83% willing to recommend

Collibra Platform

Read 75 Collibra Platform reviews

10,163 Views
8,334 Comparison Views

96% willing to recommend

Ab Initio Co>Operating System

Collibra Platform

Comparison Buyer's Guide

Download the report

Executive Summary

We performed a comparison between Ab Initio Co>Operating System and Collibra Platform based on real PeerSpot user reviews.

Find out what your peers are saying about Microsoft, Informatica, IBM and others in Data Integration.

To learn more, read our detailed Data Integration Report (Updated: January 2026).

Buyer's Guide

Data Integration

January 2026

Download the complete report

Helped 881,733 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

Ab Initio Co>Operating System

Average Rating

8.8

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Data Integration (27th), Workload Automation (18th)

Collibra Platform

Average Rating

7.8

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

Data Governance (2nd), Metadata Management (1st), AI Governance (1st)

Mindshare comparison

Ab Initio Co>Operating System and Collibra Platform aren’t in the same category and serve different purposes. Ab Initio Co>Operating System is designed for Data Integration and holds a mindshare of 1.2%, down 1.3% compared to last year.
Collibra Platform, on the other hand, focuses on Data Governance, holds 8.8% mindshare, down 13.8% since last year.

Data Integration Market Share Distribution
Product	Market Share (%)
Ab Initio Co>Operating System	1.2%
SSIS	3.7%
Informatica Intelligent Data Management Cloud (IDMC)	3.5%
Other	91.6%

Data Integration

Data Governance Market Share Distribution
Product	Market Share (%)
Collibra Platform	8.8%
Microsoft Purview Data Governance	12.1%
Varonis Platform	7.3%
Other	71.8%

Data Governance

Featured Reviews

AlejandroMosso

Senior Solutions Architect at IDS Comercial

Enables creation of sophisticated applications with powerful parallelism and quick, effective support

The most valuable features of Ab Initio Co>Operating System are its performance and the ability to implement parallelism. There are three kinds of parallelism in Ab Initio Co>Operating System, which allow us to create very sophisticated solutions for almost any kind of application. This parallelism is one of the strongest features. Additionally, its scalability offers a unique way to escalate applications that differs from other technologies. In terms of data processing, the emphasis is on understanding the data. Data profiling is fundamental, and Ab Initio Co>Operating System integrates tools to perform this within the GDE, as well as specialized products for this purpose. Data profiling graphs can be implemented when necessary to understand the data sources.

Read full review

reviewer2774796

Data Governance System Specialist at a energy/utilities company with 5,001-10,000 employees

Data governance has unified definitions and saves audit preparation time across the enterprise

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 governance design because the team first had to define the domains, the assets, and the roles. That takes time, and in the insurance environment where we had many legacy systems, this increased the setup effort. It would be helpful if Collibra Platform could have industry specific starter templates that could accelerate adoption. As we ingested more and more metadata, sometimes the catalog searches became slower by a fraction of a second because there was more metadata in the tool. After inserting millions of rows into the physical data dictionaries, the catalog searches could become a little bit slower. Having some better performance optimization might help with this minor issue.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"Co>Operating System's most valuable feature is its ability to process bulk data effectively."

"Ab Initio Co>Operating System excels at providing data lineage regardless of the type of data I have."

"The graphical interface of Ab Initio Co>Operating System is very easy to understand and allows me to visualize the data flow effectively."

"Ab Initio Co>Operating System support is the best I have encountered."

"Ab Initio reaches the highest performance and is very flexible in processing huge amounts of data."

"The ability to collaborate and approve business terms for the business glossary data dictionary is excellent."

"Collibra Catalog is simple to use and user-friendly for those who are not technically inclined since it is easy to find while also easy to see data lineage diagrams."

"This solution is user friendly and offers multiple functionalities. It operates like a kind of a repository that allows you to find anything about a particular data set or field."

"The most valuable features of Collibra Governance are that it is user-friendly and easy to use."

"We have had no complaints about the stability."

"One of the best features of Collibra Lineage is that it provides an end-to-end perspective of where data is used in the enterprise."

"As far as the functionality of the tool is concerned, it's pretty slick."

"We have folks in the field doing our clinical research operations, and they have the opportunity to refer to Collibra when they are examining a particular report. When they have a question about how something in that report is derived, they can pull a metric that is defined fully in Collibra. They have the opportunity to drill back into Collibra to see that."

More Collibra Platform pros

Cons

"While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficult to understand."

"Co>Operating System would be improved with more integrations for less well-known technologies."

"Ab Initio Co>Operating System is a very expensive product."

"An awesome improvement would be big data solutions, for example, implementing some kind of business intelligence or neural networks for artificial intelligence."

"Data discovery needs to be improved."

"Collibra gives a lot of facilities in the cloud, but achieving those facilities on-prem becomes a big challenge"

"We are not able to ingest all the data in Collibra, and that's why we cannot do element-to-element level data tracking."

"There should be more detailed documentation on the selectors and certain information, and a reduction in cost as compared to other tools."

"We would like to have out-of-the-box automation."

"The domain-based approach could be more helpful for aspects such as customer 360 and product 360."

"The product must be cheaper."

"The platform can sometimes be unstable, particularly in terms of speed and reconnection issues."

More Collibra Platform cons

Pricing and Cost Advice

"Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises."

"Collibra provides you with a license based on the subscription model that you purchase."

"Collibra Governance is an expensive solution."

"I think it is on a yearly basis, but I'm not involved with the pricing session, so I have no idea. There are several licenses for different models. You get one license per product, but a lot of features are controlled separately through different licenses. So, as and when you want to use a feature, you have to procure the license for that feature."

"I am not so much aware of price details. Initially, there was an add-on NuSoft license to use the DVC connector that NuSoft gives to create integrations, but Collibra is now phasing out of it slowly. Collibra is cutting ties with them is what we have been led to believe, and we have started developing on Spring Boot, which is open source."

"I would say it's probably in line with what other vendors charge for licensing."

"I think they can bring a few more features and align better with other quality products."

"Many of our customers I spoke to felt that the solution is a bit highly-priced."

"Collibra is a bit expensive."

More Collibra Platform pricing and cost advice

See which vendors are best for you

Use our free recommendation engine to learn which Data Integration solutions are best for your needs.

See recommendations

881,733 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

31%

Computer Software Company

Healthcare Company

Insurance Company

Financial Services Firm

19%

Computer Software Company

Manufacturing Company

Insurance Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

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

Questions from the Community

What needs improvement with Ab Initio Co>Operating System?

While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficult to understand. When I have too many import feeds opened, they can conflict wi...

See all answers

What is your primary use case for Ab Initio Co>Operating System?

The flexibility of data type and source integration for my IT ecosystem is excellent because Ab Initio Co>Operating System uses metadata, so it doesn't actually access the data; it takes the dat...

See all answers

What advice do you have for others considering Ab Initio Co>Operating System?

I have not been involved in the security access of the platform's data security features, but I know that Ab Initio Co>Operating System is very careful because it doesn't access any customer dat...

See all answers

What needs improvement with Collibra Data Intelligence Platform?

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

SSIS vs Ab Initio Co>Operating System

Compared 7% of the time

Control-M vs Ab Initio Co>Operating System

Compared 7% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Ab Initio Co>Operating System

Compared 6% of the time

Informatica PowerCenter vs Ab Initio Co>Operating System

Compared 5% of the time

Palantir Foundry vs Ab Initio Co>Operating System

Compared 5% of the time

More Ab Initio Co>Operating System Competitors

Microsoft Purview Data Governance vs Collibra Platform

Compared 19% 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

Palantir Foundry vs Collibra Platform

Compared 3% of the time

erwin Data Intelligence vs Collibra Platform

Compared 3% of the time

More Collibra Platform Competitors

Product Reports

Buyer's Guide

Data Integration

January 2026

Download Ab Initio Co>Operating System product report

Buyer's Guide

Collibra Platform

February 2026

Download Collibra Platform product report

Also Known As

Co>Operating System

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

Overview

Ab Initio Co>Operating System offers powerful data processing capabilities, catering to big data needs with robustness and flexibility. Its architecture is designed for high performance, efficient data management, and advanced analytics, making it suitable for tech-savvy industries.

Ab Initio Co>Operating System provides an integrated platform that simplifies data processing tasks, from data validation to complex data transformations. It's engineered to handle large data volumes with efficiency, featuring an intuitive design and consistent performance. This makes it indispensable for industries requiring seamless integration and processing power, supported by tools for debugging, metadata management, and data profiling.

What are the key features of Ab Initio Co>Operating System?

Graphical Development Environment: Provides a user-friendly interface for designing data transformations.
Parallel Processing: Enables efficient handling of large datasets by leveraging parallelism.
Data Quality Management: Offers comprehensive tools for ensuring data accuracy and consistency.
Metadata Management: Facilitates easy access and management of data lineage and metadata.

What benefits and ROI should users consider?

Scalability: Easily adapts to increasing data and processing demands, minimizing additional costs.
Time Efficiency: Reduces development and processing time, enhancing productivity.
Cost Savings: Lowers operational expenses through efficient resource use.
Data Accuracy: Ensures reliable data quality, critical for decision-making processes.

In industries like telecommunications and finance, Ab Initio Co>Operating System is implemented to streamline data workflows and provide real-time analytics. Its role in these sectors involves batch processing, complex event processing, and integrating diverse sources, addressing the demands for agility and performance excellence.

Ab Initio

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

A multinational transportation company

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

Find out what your peers are saying about Microsoft, Informatica, IBM and others in Data Integration. Updated: January 2026.

DOWNLOAD NOW

881,733 professionals have used our research since 2012.

We monitor all Data Integration reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.