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SAP Information Steward vs data.world Enterprise comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Feb 8, 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

data.world Enterprise
Ranking in Metadata Management
9th
Average Rating
7.6
Reviews Sentiment
2.2
Number of Reviews
2
Ranking in other categories
No ranking in other categories
SAP Information Steward
Ranking in Metadata Management
12th
Average Rating
7.6
Reviews Sentiment
6.8
Number of Reviews
9
Ranking in other categories
Data Quality (21st)
 

Mindshare comparison

As of November 2026, in the Metadata Management category, the mindshare of data.world Enterprise is 2.2%, up from 2.2% compared to the previous year. The mindshare of SAP Information Steward is 3.2%, up from 2.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Metadata Management Mindshare Distribution
ProductMindshare (%)
data.world Enterprise2.2%
SAP Information Steward3.2%
Other94.6%
Metadata Management
 

Featured Reviews

JohnBosco Obi - PeerSpot reviewer
Data Analyst at Africa Initiative
Data discovery has transformed analyst autonomy and now needs better bulk editing and UI control
The first improvement I would like for data.world Enterprise is an improvement in communication with users. Most times, new versions roll out without prior information to users, and even though frequent updates respond to issues, they often introduce new bugs. It would be beneficial to send out notifications to users whenever an update is coming, either via email or in-app, so that they can prepare and expect changes. I also find that some areas of the product interface are overly complex, and interface customization needs improvement for users to choose where buttons should be and the layout they prefer. Another improvement needed is the absence of a bulk edit feature in the platform itself. For example, when searching for data and needing to do some edits, you cannot do bulk edits within data.world Enterprise. Instead, you have to export and make your changes in a Python or SQL environment, or use Excel to validate and edit before importing the dataset back for analysis. If data.world Enterprise could incorporate a data-wrangling tool on its service, allowing changes to be made directly, that would be a great improvement.
FranciscoSantos - PeerSpot reviewer
Director at Pixel Studio PTY
Provides accurate data that is validated against a personalized reference tool
For most SAP customers, Information Steward is enough because it is able to build quality data rules to detect issues in the source systems like SAP HANA, Business Warehouse, or other systems. A business user can first organize their data into several data domains. For example, procurement, human resources, and logistics setup. The domains can build data quality dimensions where you can describe the kind of rule that you are going to use. The user then can immediately see if something is wrong with their data using traffic lights. Another great feature of SAP Information Steward is the accuracy that the content is followed by validating against the reference tool. With the solution, you are creating data quality dimensions. Within these dimensions, you are creating business data quality rules that are looking for specific fields. From these rules, you can create a scorecard. The scorecard will highlight the percentage of good data and ensure the user can feel confident that the data is accurate within predetermined limits. SAP tables have field names that are very cryptic, making them hard to understand the meaning of the fields. Metapedia helps describe these fields in business terms.

Quotes from Members

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

Pros

"Previously, it would take up to three weeks to onboard a new analyst, but now within five working days, we can complete the onboarding process."
"Sharing and collaboration have significantly impacted our workflow, as we decided to document each product on data.world Enterprise, providing easy access to everyone, eliminating the need to switch platforms for saving documentation, making it easier for users to access rather than using specific Word files and sharing them on SharePoint."
"I am very happy with the product."
"The solution is very fast, very stable, and very easy to use and straightforward."
"Ability to collect information, monitor user access and to plan storage capacity."
"Setup is straightforward."
"The most valuable features are data quality insight, metadata management, and metadata dictionary."
"The ability to analyze the data even before we start the transformation of it, and generating the user-friendly interface, giving analytical reports, and helping create the transformation rules before we proceed with the data migration part was the most helpful part of the solution for our company."
"Data insight is the most valuable feature."
"The solution is user-friendly even for those who are dealing with it for the first time."
 

Cons

"Most times, new versions roll out without prior information to users, and even though frequent updates respond to issues, they often introduce new bugs."
"There should be improvements in ease of use."
"A problem with the solution is that it does not allow us to review the results of Information Stewards for other analogies."
"SAP Information Steward is an expensive solution compared to others."
"We'd like to see some manipulation techniques included in SAP Information Steward."
"From a performance perspective, sometimes it behaves weirdly. When we are connecting with the file-based system, it doesn't give us the correct results, or it somehow shows us there is this issue with the data or the file connectivity."
"Performance could be improved."
"SAP Information Steward could be improved by offering a cloud version of the product."
"The solution could improve by incorporating other applications, such as Power BI to show more visualization. More interaction with other solutions would be a good benefit."
"Granularity could be reduced from an application level to the object level."
 

Pricing and Cost Advice

Information not available
"A bit pricey, and better tools are available for a lower price."
"SAP Information Steward is an expensive solution compared to others."
"Smaller-sized organizations may not be able to invest in SAP Information Steward because of the cost."
"I do not know if there were additional costs beyond the standard licensing fees."
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Top Industries

By visitors reading reviews
No data available
Manufacturing Company
17%
Outsourcing Company
11%
Government
10%
Comms Service Provider
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business1
Large Enterprise7
 

Questions from the Community

What needs improvement with data.world Enterprise?
There should be improvements in ease of use. When I first used data.world Enterprise, I had an issue with setting visibility while creating a page, leading to the entire organization being notified...
What is your primary use case for data.world Enterprise?
data.world Enterprise is used for documentation related to AI products created for our client named Prologis, where we document everything, such as chatbots and RAG chatbots, and share that documen...
What advice do you have for others considering data.world Enterprise?
data.world Enterprise is deployed using Amazon Web Services, allowing access directly by typing the URL and logging in through our SSO. My advice for others looking into using data.world Enterprise...
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Also Known As

No data available
Information Steward, SAP Data Insight
 

Overview

 

Sample Customers

AP, Square Panda, Aceable
American Water, Graphic Packaging International, OSRAM Licht AG, Maxim Integrated
Find out what your peers are saying about SAP Information Steward vs. data.world Enterprise and other solutions. Updated: October 2026.
921,523 professionals have used our research since 2012.