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  3. OneTrust AI Governance
Logo of OneTrust AI Governance

OneTrust AI Governance

byOneTrust
in
4.1
Market Presence: Metadata Management Solutions, AI 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

It Associate
10B - 30B USD, Telecommunication
FAVORABLE

“Comprehensive Oversight of AI Systems Offers Flexibility Alongside Workflow Complexity”

5.0
Feb 25, 2026
This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions.
Chief Operational Officer
<50M USD, Services (non-Government)
CRITICAL

“Limited Guidance and High Total Cost of Ownership Raise Concerns for Clients”

2.0
Apr 7, 2026
This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions.

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

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Peer Discussions

OneTrust AI Governance Reviews and Ratings

4.1

(24 Ratings)

Rating Distribution

5 Star
25%
4 Star
58%
3 Star
13%
2 Star
4%
1 Star
0%
Why ratings and reviews count differ?
  • It Associate
    10B+ USD
    Telecommunication
    Review Source

    Comprehensive Oversight of AI Systems Offers Flexibility Alongside Workflow Complexity

    5.0
    Feb 25, 2026
    OneTrust provides a strong, enterprise-ready platform for privacy, risk, and AI governance. The AI Governance module extends existing workflows and enables centralized oversight of AI use cases, risks, and compliance obligations.
  • It Associate
    10B+ USD
    Telecommunication
    Review Source

    Comprehensive Oversight of AI Systems Offers Flexibility Alongside Workflow Complexity

    5.0
    Feb 25, 2026
    OneTrust provides a strong, enterprise-ready platform for privacy, risk, and AI governance. The AI Governance module extends existing workflows and enables centralized oversight of AI use cases, risks, and compliance obligations.
  • Read All 24 Reviews

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Reviewer Insights for: OneTrust AI Governance
Performance of OneTrust AI Governance Across Market Features

OneTrust AI Governance Likes & Dislikes

Like

The AI Governance module fits naturally into OneTrust's broader GRC and privacy ecosystem, enabling centralized intake, risk assessment, and lifecycle tracking of AI systems. It also provides a well-suited structure for large organizations managing multiple AI initiatives across business units. OneTrust also provides flexible questionnaires, workflows, and mapping to regulatory frameworks that effectively support AI governance needs.

Like

The AI Governance module fits naturally into OneTrust's broader GRC and privacy ecosystem, enabling centralized intake, risk assessment, and lifecycle tracking of AI systems. It also provides a well-suited structure for large organizations managing multiple AI initiatives across business units. OneTrust also provides flexible questionnaires, workflows, and mapping to regulatory frameworks that effectively support AI governance needs.

Like

The AI Governance module fits naturally into OneTrust's broader GRC and privacy ecosystem, enabling centralized intake, risk assessment, and lifecycle tracking of AI systems. It also provides a well-suited structure for large organizations managing multiple AI initiatives across business units. OneTrust also provides flexible questionnaires, workflows, and mapping to regulatory frameworks that effectively support AI governance needs.

Dislike

It is not very user friendly. There is also a lot of after implementation work that a client has to do themselves. Also the end user experience is not that smooth. The TCO is expensive.

Dislike

It is not very user friendly. There is also a lot of after implementation work that a client has to do themselves. Also the end user experience is not that smooth. The TCO is expensive.

Dislike

It is not very user friendly. There is also a lot of after implementation work that a client has to do themselves. Also the end user experience is not that smooth. The TCO is expensive.