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AI Vault vs Collibra Platform comparison

Why PeerSpot?
 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 2026

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

AI Vault
Ranking in Data Governance
33rd
Average Rating
10.0
Number of Reviews
2
Ranking in other categories
No ranking in other categories
Collibra Platform
Ranking in Data Governance
1st
Average Rating
8.0
Reviews Sentiment
6.2
Number of Reviews
90
Ranking in other categories
Metadata Management (1st), AI Governance (1st)
 

Mindshare comparison

As of October 2026, in the Data Governance category, the mindshare of AI Vault is 0.4%. The mindshare of Collibra Platform is 8.5%, down from 11.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Governance Mindshare Distribution
ProductMindshare (%)
Collibra Platform8.5%
AI Vault0.4%
Other91.1%
Data Governance
 

Featured Reviews

reviewer2751876 - PeerSpot reviewer
Director at a tech services company with 11-50 employees
Secure access to LLM supports confidential document collaboration
We have used AI Vault for research and for help in putting together internal documents The quick, easy, and secure access to a LLM has enabled us to use these facilities without fear of information being shared elsewhere. As mentioned above, the security and anonymity of the product are…
AK
Senior Consultant at Morgan Stanley
Data governance has transformed business glossaries and now drives AI-ready insights
I think it's a great platform. Searching can be made a little better. The data marketplace which it provides is also great, but sometimes when we are searching an element and we know we are not sure if we can find it or if we have missed it. Listing data domains in one place for quick visibility will be an add-on. I am not a hardcore coder. For a coder to create workflows and automate the process, I needed to learn Groovy script and create some workflows. In the automation part, I think it can also introduce a low-code, no-code platform where we can connect different connectors and we can quickly create some automated workflows, if at basic level only, because the next big thing is automation and AI. Low-code, no-code platforms are being used by everyone. I think that will be useful. When I look for a data domain, I'm not able to find it very quickly. For a business owner to know data domains and search data domains, it could be made a little easier. Also, the automation part needs improvement. We are only able to enter the data manually or connect to a data source, but now we want to create some workflows as well. That's why I've chosen a rating of eight. Otherwise, it's really great.

Quotes from Members

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

Pros

"The quick, easy, and secure access to a LLM has enabled us to use these facilities without fear of information being shared elsewhere."
"The way it processes contemporaneous research prompts is much better than Chat GPT; it gives more fullsome answers that combine current data with the existing training data."
"It's incredibly easy to use."
"The solution's technical support is helpful and responsive."
"Basically, it's helped our organization in a myriad of ways."
"Collibra Platform is a wonderful platform that has helped with metadata ingestion in real projects."
"Essentially, it has provided us with more trust and transparency — this is the real benefit that we've got out of Collibra."
"You can see the entire snapshot in one single click, which is a great feature for an organization."
"Collibra Governance's most valuable features are data lineage and stewardships."
"Through the business glossary, the data discovery time, such as the data search time gets reduced by almost 50%."
 

Cons

"Some of the consoles are still a bit clunky; there is room for improvement there."
"Any changes would be cosmetic; the interface could be smartened up."
"The solution's search functionality can be improved"
"Sometimes, if a client needs a specific customization, we cannot do it directly. The client needs to reach out to Collibra and request the customization."
"Collibra Platform could be improved as it is somewhat too flexible, allowing for so much customization that it becomes very complex without sufficient controls in place."
"What I use it for is fairly rudimentary, and I don't have any complaints about it. I haven't tried to stretch the boundaries at all, but it would be nice if there were capabilities built within the system to somehow help enforce the quality and consistency across related elements that are built in the catalog. It could have intelligent capabilities built in to help maintain the quality of the data and information, such as natural language processing, machine learning, and so on."
"In the automation part, I think it can also introduce a low-code, no-code platform where we can connect different connectors and we can quickly create some automated workflows, if at basic level only, because the next big thing is automation and AI."
"The workflows and the language they use needs to be improved."
"This solution could be improved with the the addition of process diagrams to help the many users of the platform understand all the fields."
"The technical support is very poor."
 

Pricing and Cost Advice

Information not available
"Collibra is a bit expensive."
"Many of our customers I spoke to felt that the solution is a bit highly-priced."
"The product's pricing is high, which its comprehensive features and capabilities may justify."
"There are different levels of licenses. For example, some users can only do read-only licenses, and others have the stewardship license where they can give access to users."
"Collibra Governance is expensive - I would rate its pricing as one out of five."
"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."
"We purchase its annual license. There is an extra cost for additional users."
"It's expensive, especially for small companies."
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915,341 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Construction Company
41%
Comms Service Provider
13%
Transportation Company
6%
Manufacturing Company
6%
Financial Services Firm
14%
Outsourcing Company
9%
Computer Software Company
8%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business24
Midsize Enterprise14
Large Enterprise65
 

Questions from the Community

What needs improvement with AI Vault?
Any changes would be cosmetic; the interface could be smartened up.
What is your primary use case for AI Vault?
We have used AI Vault for research and for help in putting together internal documents.
What needs improvement with Collibra Data Intelligence Platform?
I have already had discussions with the Collibra Platform team regarding improvements. Having a more intuitive search and better natural language search queries would help business users more. Ther...
What is your primary use case for Collibra Data Intelligence Platform?
I utilize Collibra Platform for data catalog, data marketplace, and data governance-related activities. I have multiple data sources, and I perform extraction of data from those specific data sourc...
What advice do you have for others considering Collibra Data Intelligence Platform?
Collibra Platform is a good choice when selecting a data governance or data cataloging solution. I would recommend starting with a clear business use case and then cataloging everything at once, wh...
 

Also Known As

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

Overview

 

Sample Customers

Information Not Available
AXA XL, DNB, Adobe, PMI, Holland America Line, UC Davis Health, Cox Automotive
Find out what your peers are saying about AI Vault vs. Collibra Platform and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.