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Collibra Platform vs Satori comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Mar 15, 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

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)
Satori
Ranking in Data Governance
33rd
Average Rating
8.0
Reviews Sentiment
4.0
Number of Reviews
2
Ranking in other categories
Data Loss Prevention (DLP) (31st), Data Security Posture Management (DSPM) (18th)
 

Mindshare comparison

As of September 2026, in the Data Governance category, the mindshare of Collibra Platform is 8.4%, down from 11.1% compared to the previous year. The mindshare of Satori is 1.3%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Governance Mindshare Distribution
ProductMindshare (%)
Collibra Platform8.4%
Satori1.3%
Other90.3%
Data Governance
 

Featured Reviews

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.
reviewer2873355 - PeerSpot reviewer
Senior Data Engineer at a financial services firm with 1-10 employees
Streamlined data products have empowered non‑technical teams and still require more automation
The best feature Satori offers is its simplicity for non-business and non-technical persons because all you have to do is provide inputs—the tables that you want to use as source—and then the framework does all the work. You just define the tables and what tables need to be joined. This simplicity helps my team in day-to-day work because non-technical people and product owners can actually develop data products with this streamlined pipeline without having to know how to code and without having to maintain a code base. We just maintain and enhance while they build what they want. Satori also has data quality checks that are defined by the data quality team, so we know if the data are corrupted. That is another main feature. Satori has positively impacted my organization because it's a product that has been sold to many clients and has also been used internally for some use cases that the company needed. It's one of the most successful products of the company.

Quotes from Members

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

Pros

"Rules and policies on workflows are really strong."
"I like Collibra's flexibility. I like to be able to modify things for our own use. For example, we've chosen to use Collibra also as a knowledge management tool, even though it is not designed to be a knowledge management tool. That's the beauty of it. It can serve as a knowledge management tool by creating some custom assets specifically for knowledge management."
"The diagram showing the limits is absolutely magnificent."
"The client is pretty happy with the Collibra work so far."
"The data quality functionality provides cutting-edge, next-level insights when compared to other tools such as Alation and Microsoft Purview."
"We achieved 30% of time saved, and the platform is easy to use."
"Collibra Platform has impacted my organization positively; the main benefit is that we now have our best catalog organizer, and since we moved from one type of database that was mostly relational, we are now able to see other types of structures, and we can actually use spreadsheets, tables, and other types of information that could be generated from them."
"We have seen a return on investment, as previously it took weeks or even months to find the actual data owner, while now it takes just seconds or a few minutes, indicating a significant increase."
"Satori has positively impacted my organization by providing a solution that helps in the development of AI intelligence while protecting AI with less effort than other solutions."
"Satori leads to more sales and has doubled our sales."
 

Cons

"If a developer implements ETL in Glue or PySpark, Collibra cannot capture lineage out of that."
"The price of Collibra Governance could improve."
"The domain-based approach could be more helpful for aspects such as customer 360 and product 360."
"I'm fairly new to the product, however, what I generally hear from my clients is that the requirement around having ways to ingest more metadata."
"If someone changes the metadata, we can't see who changed it."
"The UI is good if you happen to be an administrator and are familiar with the technical side of the administration. If you're a business user, the UI is not good. It is hard to learn. It is hard for those who are administering it to teach to end-users and it can take hours of training to do it. Because it is difficult and non-intuitive, business users resist using it. It is a battle to get them on board and to keep them engaged because of the UI."
"I think Collibra Platform could be improved with a simpler UI for business users, faster search capabilities, and better performance for large metadata volumes."
"Collibra, as far as I know, does not have a connector like Oracle, or a mainframe. It's important to have a connector so that you have access to up-to-date information."
"Satori can be improved by integrating CI/CD because currently we are doing it manually, which is something we need to fix."
"Everything could potentially be improved."
 

Pricing and Cost Advice

"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."
"It is substantial, and we do pay yearly."
"The product's pricing is high, which its comprehensive features and capabilities may justify."
"Collibra Governance is extremely expensive"
"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."
"The solution's pricing is moderate and not very expensive."
"Collibra offers a per-user licensing model."
"I rate the pricing a three on a scale of one to ten, where one is expensive, and ten is cheap."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
15%
Outsourcing Company
8%
Computer Software Company
8%
Manufacturing Company
7%
Comms Service Provider
14%
Construction Company
13%
Financial Services Firm
9%
Outsourcing Company
7%
 

Company Size

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

Questions from the Community

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...
What needs improvement with Satori?
Satori can be improved by integrating CI/CD because currently we are doing it manually, which is something we need to fix. Additionally, we could enhance it with more automation, improve the code, ...
What is your primary use case for Satori?
My main use case for Satori is building data products as a Data Bricks framework where I am creating data products for each team following a Data Mesh architecture. I have a wheel file, and when so...
What advice do you have for others considering Satori?
My advice for others looking into using Satori is to train themselves to use it efficiently. It's a very nice product, but it definitely needs some learning curve to get used to it. For Satori's AI...
 

Also Known As

Data Intelligence Platform, Collibra AI Governance, Collibra Catalog, Collibra Governance, Collibra Lineage, Collibra Privacy & Risk
Satori Universal Data Access Control, Satori Streamlined Security and Compliance, Satori Data and Usage Analytics
 

Overview

 

Sample Customers

AXA XL, DNB, Adobe, PMI, Holland America Line, UC Davis Health, Cox Automotive
Nestle Via ActiveCampaign Innovaccer Helix
Find out what your peers are saying about Collibra Platform vs. Satori and other solutions. Updated: September 2026.
913,683 professionals have used our research since 2012.