Is your organization’s data ethics framework publicly accessible?
Yes52%
No24%
Not yet14%
We don’t have a data ethics framework9%
I don’t know2%
124 PARTICIPANTS
Yes52%
No24%
Not yet14%
We don’t have a data ethics framework9%
I don’t know2%
Alation10%
Amundsen28%
Collibra33%
Datahub29%
None22%
Others9%
80% or more successful projects
60-80%65%
40-60%25%
20-40%2%
It doesn’t matter, 1 big idea can make up for all failed projects5%
No selling.
No recruiting.
No self promotion.
Rules of EngagementFAQsPrivacy
© 2025 Gartner, Inc. and/or its affiliates. All rights reserved.