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 #23 in DI , with an average rating of 8.5, and holds a 1.4% mindshare in the category. Collibra is ranked #2 in DG , with an average rating of 8.0, and holds a 9.6% 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

2,394 Views
1,556 Comparison Views

83% willing to recommend

Collibra Platform

Read 74 Collibra Platform reviews

9,163 Views
7,697 Comparison Views

96% willing to recommend

Ab Initio Co>Operating System

Collibra Platform

Comparison Buyer's Guide

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Executive Summary

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

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Buyer's Guide

Data Integration

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:

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 (23rd), Workload Automation (19th)

Collibra Platform

Average Rating

7.8

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

Data Governance (2nd), Metadata Management (2nd), 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 1.4%, up 1.2% compared to last year.
Collibra Platform, on the other hand, focuses on Data Governance, holds 9.6% mindshare, down 13.9% since last year.

Data Integration Market Share Distribution
Product	Market Share (%)
Ab Initio Co>Operating System	1.4%
SSIS	4.6%
Informatica PowerCenter	4.4%
Other	89.6%

Data Integration

Data Governance Market Share Distribution
Product	Market Share (%)
Collibra Platform	9.6%
Microsoft Purview Data Governance	16.6%
Varonis Platform	8.9%
Other	64.9%

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.

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Mitwa Mathur

Senior Consultant at Infosys

User features offer accessibility but documentation and technical support require enhancement

The configuration issues I face include troubleshooting that is not very helpful. I keep struggling with that and usually have to go to the Citizen data platform and the marketplace to get the answers I am looking for. The controlled logs and documentation need improvement, particularly regarding how to access class features that they do not control, and documentation in terms of customization and UI customization. Dashboarding needs significant improvement as the widgets are not very clear or usable, and there is not much documentation around it. To make Collibra Lineage better, additional features should be added to help technical users. They have improved significantly in terms of university courses in the last five years, but aspects such as AI governance and data notebook are not being promoted adequately. Data notebook is a very good feature, but there is a mismatch in the courses' speed and how quickly they are giving people the ability to learn about it.

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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

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

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

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

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

"The solution has good workflows and is based on AIML."

"Collibra Governance is a stable solution."

"Collibra Catalog has significantly enhanced data governance and compliance for our team, primarily through its valuable feature of endpoint lineage enabling visual representation of the data."

"Gartner identifies Collibra Catalog as the leader, which aligns with our observations."

"The feature I like most in Collibra Governance is the lineage. It lets me do lineage that you can set up, for example, technical lineage and business lineage. The solution lets me associate the right people with the right assets, so anybody who has to look at end-to-end instances can use Collibra Governance and figure it out, in terms of who to contact, what to do, and where to find what you need."

"The data lineage capability is valuable as it shows how different sources are connected and how data flows, which is crucial for projects like migrations. Moreover, data lineage visualization in Collibra Catalog aids our data governance initiatives."

"The solution has very good online assistance."

"Workflows is the most valuable feature of Collibra because we will typically use an interface for it and we can customize it as per our needs."

More Collibra Platform pros

Cons

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

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

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

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

"No easy way to connect to different data sources."

"I rate scalability a six out of ten. There is some room for improvement in terms of scalability."

"The solution's search functionality can be improved"

"There is room for improvement in the Collibra Data Catalog regarding data classification and categorization. It struggles to catalog all categories of data, particularly sensitive data on-prem, which GCP Data Catalog handles better."

"Pricing policy of the product is an area with certain shortcomings that needs improvement."

"It should have more integrations with things like CyberArk because its main purpose is GDPR implementation. We have to have more scope for things that implement more privacy. CyberArk makes sure your credentials are vaulted and your things are secure when you're creating your integrations or connecting to an application. I do believe that they are working on this feature."

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

"One problem is the data lineage, especially extracting the ETL transformation from different ETL tools and identifying how the data is getting changed from one layer to different layers and how the transformation is applied. It doesn't support all the ETL tools for extracting the transformation logic. It supports some of the tools, but there are still some tools that need to be supported. There is also a small pain point in terms of integration. There is a little bit of change in their strategy from Collibra's end. Earlier, they used to offer two solutions. One was out of the box, and one was a custom-built solution for which they used to provide a dual connector. Now the focus from the Collibra side is more on using the out of the box connector. They are discouraging doing the custom integration. That leaves us with two problems. The first problem is that the out-of-the-box connecter is not yet enabled for a lot of systems, and the second problem is that the out-of-the-box connecter has certain limitations. If we want to tweak those as per our needs, it is not possible. However, the custom-built is still supported, and you can still build a custom integration by using the API, but it is not very encouraged by Collibra. Its dashboard also needs to be improved. There are options to use the HTML code to customize your dashboard, but it has a lot of limitations."

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."

"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."

"The product is highly priced compared to other vendors."

"Collibra Governance is expensive - I would rate its pricing as one out of five."

"It's expensive, especially for small companies."

"We purchase its annual license. There is an extra cost for additional users."

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

"The solution's pricing is moderate and not very expensive."

"I think they have a trust issue. I did not like the way they recently went through the process. They were like, "Finish this SOW first, only then will we sign the other SOW." Or, "Finish this code." I didn't like that much."

More Collibra Platform pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

31%

Computer Software Company

Insurance Company

Government

Financial Services Firm

19%

Computer Software Company

10%

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	53

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...

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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...

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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...

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What needs improvement with Collibra Data Intelligence Platform?

Collibra Platform can be improved by adding more connectors to the ecosystems.

See all answers

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

Collibra Platform serves as the central place to document, govern, and understand our data assets. I use Collibra Platform in my day-to-day work to build out a business glossary and the data catalo...

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 9% of the time

Control-M vs Ab Initio Co>Operating System

Compared 9% of the time

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

Compared 7% of the time

Palantir Foundry vs Ab Initio Co>Operating System

Compared 7% of the time

Informatica PowerCenter vs Ab Initio Co>Operating System

Compared 6% of the time

More Ab Initio Co>Operating System Competitors

Microsoft Purview Data Governance vs Collibra Platform

Compared 30% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Collibra Platform

Compared 8% of the time

Alation Data Catalog vs Collibra Platform

Compared 5% of the time

Ataccama ONE Platform vs Collibra Platform

Compared 4% of the time

MANTA Flow vs Collibra Platform

Compared 1% of the time

More Collibra Platform Competitors

Product Reports

Buyer's Guide

Data Integration

December 2025

Download Ab Initio Co>Operating System product report

Buyer's Guide

Data Governance

December 2025

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

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