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  1. Home
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  3. OneTrust AI Governance
Logo of OneTrust AI Governance

OneTrust AI Governance

byOneTrust
in
4.2
Market Presence: Metadata Management Solutions, Data and Analytics Governance Platforms

Overview

Product Information on OneTrust AI Governance

Updated 13th October 2025

What is OneTrust AI Governance?

OneTrust Data & AI Governance is a software designed to help organizations manage data and artificial intelligence initiatives by establishing governance frameworks across data assets. The software enables teams to inventory, classify, and control data usage, facilitating compliance with regulatory requirements and internal policies. It offers automated workflows for assessing data risks, supporting visibility into data lineage, and monitoring data activities. The software provides tools for orchestrating AI model documentation and review processes, fostering responsible AI deployment. By centralizing governance practices, the software helps mitigate risks, uphold data protection standards, and enhance transparency throughout data and AI lifecycles, supporting organizations in addressing regulatory and operational requirements related to data and AI management.

OneTrust AI Governance Pricing

OneTrust Data & AI Governance software follows a subscription-based pricing model, typically structured by the number of users, modules selected, and organizational needs. Pricing varies depending on deployment size, data volumes, and chosen features related to data governance and artificial intelligence oversight. Enterprise agreements are available for tailored requirements with options for annual or multi-year contracts.

Overall experience with OneTrust AI Governance

Compliance Manager
<50M USD, Finance (non-banking)
FAVORABLE

“Efficient Tool for RoPA Activities but Interface Navigation Needs Improvement”

4.0
Feb 13, 2026
The experience was great, I have used it for the RoPA activities that our company group has requested to all subsidiaries and it was clear and efficient.
Senior Counsel, Global Privacy
10B - 30B USD, IT Services
CRITICAL

“OneTrust: high performing, high potential, but sometimes annoyingly hyperactive GRC team”

3.0
Jun 11, 2021
For a relatively recent and fast growing player in the GRC space, OneTrust is pleasantly more responsive and agile than many of its competitors. At the same time, the effort to do more faster sometimes goes to the detriment of doing better over time. Interesting new capabilities keep getting added at every turn, often outpacing customers' ability to ingest and digest them, but at the same time this does not always suffice to compensate for the persistence of certain inefficiencies or dysfunctions that could and should have been resolved long ago. OneTrust should be commended for its very active engagement with its user community, its great efforts to provide plentiful, meaningful and interesting contents alongside and on top of the tool itself (including help and support resources, but also events, webinars and such), and its ability to integrate new developments -- whether technological, legal or otherwise -- into the offering. At the same time OneTrust could do better at not just pro-actively inviting feedback, but also heeding it when given. In some cases, instead of racing for the next shiny object, OneTrust would be well advised to first polish up some of the old toys we're still busy playing with.

About Company

Company Description

Updated 23rd January 2025

OneTrust enables the responsible use of data and AI. The OneTrust Platform simplifies the collection of data with consent and preferences, automates the governance of data with integrated risk management across privacy, security, IT/tech, third-party, and AI risk, and activates the responsible use of data by applying and enforcing data policies across the entire data estate and lifecycle.

Company Details

Updated 26th February 2025
Company type
Private
Year Founded
2016
Head office location
Atlanta, United States
Number of employees
1001 - 5000
Website
http://www.onetrust.com

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Key Insights

A Snapshot of What Matters - Based on Validated User Reviews

Reviewer Insights for: OneTrust AI Governance

OneTrust AI Governance Likes & Dislikes

Like

It allows great cooperation between teams.

Like

In capable hands the OneTrust platform is a real Swiss army knife for privacy, security and compliance professionals. The front-end is pretty user-friendly by the standards of the average business software application, and the administrative back-end's intuitiveness, while less straightforward, can become quite an acquired taste. Even though the product has clear target audiences in the privacy, security, compliance and governance spaces, it also has great capabilities and ample flexibility -- at least in some of its modules such as Assessment Automation -- to be put to good use in pretty much any area that involves gathering and managing structured information in an auditable and repeatable fashion. The rich and growing integration library is appealing, and provided that the customer's organization has the maturity and the skills to leverage the API capabilities, it can go a long way to automate processes and cut down on work duplication. At the same time, for everyday business tasks, it requires little (and in some cases no) tech savviness, so professionals with backgrounds in areas like law, economics or project management can still be successful at using the tool, including making it perform tricks which the original software designer may not even have meant to package into the original box.

Like

A lot of the assessments are versioned and streamlined.

Dislike

Main weakness is probably the interface as it could be improved and make it easier to navigate between different screens.

Dislike

Permission management is both very complex and tedious to tailor and configure properly, and at the same time incapable of addressing certain basic privacy and security needs such as not giving a user full access to every record in a module where their role only requires read permissions for a few records, and write permission for a single one. There are many odd inconsistencies between seemingly very similar functionalities across different modules, often requiring back-end engineering to reconcile. Requests for such improvements may or may not get on the roadmap, causing certain irritating discrepancies to survive for years. Some fundamentally basic everyday use cases in the privacy and security professions (such as keeping separate and different inventories of internal and external IT assets) cannot be easily accommodated and require out-of-the-box thinking, creativity and engineering by the customer. The only solution is often to figure out a way to leverage an existing but unused functionality for a purpose it was never meant or designed to serve, and which it therefore suits very imperfectly. Too often, to the question of 'how does the tool address this utterly business-as-usual scenario, OneTrust's answer is It doesn't but let us try to figure out a workaround. In the compliance space, that's not a reassuring approach to put on record. Claims of being used successfully by many large organizations become less credible every time OneTrust is unable to demonstrate how certain very ordinary tasks -- which must have come up with every single customer from the outset -- still can't be solved on the platform. No amount of OneTrust green paint all over every privacy event in the world will make that go away. Some Marketing budget would be better spent on Engineering.

Dislike

It is excellent. I would like to see more AI capabilities.

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Peer Discussions

OneTrust AI Governance Reviews and Ratings

Showing data for 9 ratings and reviews for Metadata Management Solutions market. View all 19 ratings and reviews across markets for a complete picture.

4.2

(9 Ratings)

Rating Distribution

5 Star
11%
4 Star
67%
3 Star
22%
2 Star
0%
1 Star
0%
Why ratings and reviews count differ?

Customer Experience

Evaluation & Contracting

4.2

Integration & Deployment

4.3

Service & Support

4.4

Product Capabilities

4.2

Filter Reviews
Sort By:
Most helpful
Last 12 Months
Star Rating
Reviewer Type
Reviewer's Company Size
Reviewer's Industry
Reviewer's Region
Reviewer's Job Function
  • Compliance Manager
    <50M USD
    Finance (non-banking)
    Review Source

    Efficient Tool for RoPA Activities but Interface Navigation Needs Improvement

    4.0
    Feb 13, 2026
    The experience was great, I have used it for the RoPA activities that our company group has requested to all subsidiaries and it was clear and efficient.
  • DATA ANALYST
    10B+ USD
    Manufacturing
    Review Source

    Wide Range of Versioned Compliance Assessments Streamlined in a Single Platform

    5.0
    Feb 2, 2026
    It is our one stop shop for various compliance assessments.
  • DIRECTOR OF DATA AND ANALYTICS
    50M-1B USD
    Healthcare and Biotech
    Review Source

    Your framework for ethical and complaince AI

    4.0
    Jan 12, 2026
    Its very easy to use and maintain all assets along with their attributes.
  • Senior Counsel, Global Privacy
    10B+ USD
    IT Services
    Review Source

    OneTrust: high performing, high potential, but sometimes annoyingly hyperactive GRC team

    3.0
    Jun 11, 2021
    For a relatively recent and fast growing player in the GRC space, OneTrust is pleasantly more responsive and agile than many of its competitors. At the same time, the effort to do more faster sometimes goes to the detriment of doing better over time. Interesting new capabilities keep getting added at every turn, often outpacing customers' ability to ingest and digest them, but at the same time this does not always suffice to compensate for the persistence of certain inefficiencies or dysfunctions that could and should have been resolved long ago. OneTrust should be commended for its very active engagement with its user community, its great efforts to provide plentiful, meaningful and interesting contents alongside and on top of the tool itself (including help and support resources, but also events, webinars and such), and its ability to integrate new developments -- whether technological, legal or otherwise -- into the offering. At the same time OneTrust could do better at not just pro-actively inviting feedback, but also heeding it when given. In some cases, instead of racing for the next shiny object, OneTrust would be well advised to first polish up some of the old toys we're still busy playing with.
  • Project Manager
    1B-10B USD
    IT Services
    Review Source

    A good application overall but a bit flawed on some points.

    4.0
    Jun 16, 2021
    Overall I have a good experience with Onetrust. The application fulfills the majority of our needs. However, during my use of the application, I encountered some bugs that marred the experience as these bugs were not expected by Onetrust. While investigating on these bugs on my side, I had the impression to be more of a beta tester than a real customer.
Showing Result 1-5 of 9

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