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4.4
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Customer Experience

Evaluation & Contracting
4.3
 
 
 
 
 
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Overall experience with

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Favorable Review

5.0
March 3, 2026
Product: OneTrust AI Governance

Platform Streamlines Complex AI Governance But Setup May Challenge New Teams

Critical Review

3.0
June 11, 2021
Product: OneTrust AI Governance

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

Likes and dislikes about

likes

The Product is how it simplifies complex AI governance processes into a structured and manageable workflow. it gives clear visibility into AI use cases , risk assessments and compliance tracking , which makes everything feel more organized and controlled.

March 3, 2026

dislikes

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.

June 11, 2021

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