OneTrust Data & AI Governance
Sensitive data discovery software
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- Real estate and property management
- Accommodation and food services
- Public sector and nonprofit organizations
What is OneTrust Data & AI Governance
OneTrust Data & AI Governance is a data governance product that helps organizations discover, classify, and manage sensitive data across connected data sources to support privacy, security, and AI governance use cases. It is typically used by privacy, security, data governance, and compliance teams to build inventories of data assets, understand where regulated data resides, and apply governance workflows. The product aligns data discovery results with policy, risk, and compliance processes within the broader OneTrust platform.
Integrated governance workflows
The product connects sensitive data discovery outputs to governance activities such as policy management, risk assessments, and compliance reporting within the same platform. This can reduce manual handoffs between discovery tools and privacy/compliance programs. It is well-suited to organizations that want discovery to feed operational workflows rather than remain a standalone scan result.
Broad OneTrust platform alignment
It fits into OneTrust’s wider ecosystem for privacy, GRC, and data responsibility programs, which can simplify vendor management for teams standardizing on OneTrust. Shared objects (e.g., systems, processing activities, risks) can be reused across modules to reduce duplicate data entry. This platform approach can be advantageous compared with point solutions that require more custom integration to connect discovery to governance artifacts.
Supports AI governance use cases
The positioning includes governance for data used in analytics and AI, helping teams document and control data usage in higher-risk contexts. For organizations building AI governance programs, tying data discovery and classification to AI-related controls can improve traceability. This is useful where sensitive data handling requirements extend beyond traditional privacy compliance into model development and data sharing governance.
Cost and licensing considerations
As part of a broader enterprise platform, total cost can increase when multiple modules are required to achieve end-to-end outcomes (discovery, governance workflows, reporting). Budgeting can be less straightforward than buying a narrowly scoped discovery tool. Smaller teams may find the platform footprint more than they need for basic discovery-only requirements.
Platform complexity and setup
Implementing discovery plus governance workflows typically requires configuration, connector setup, and alignment to internal processes. Organizations without mature data governance practices may face longer time-to-value due to process design and stakeholder coordination. Ongoing tuning of classification rules and scan scope is often needed to keep results accurate and actionable.
Connector and coverage variability
Sensitive data discovery effectiveness depends on supported connectors, scan depth, and how well classification works across structured and unstructured sources. Coverage can vary by data store type, deployment model, and permissions available for scanning. Some environments may require additional engineering effort or compensating controls if certain repositories cannot be scanned as desired.
Plan & Pricing
| Plan | Price | Key features & notes |
|---|---|---|
| OneTrust Data & AI Governance (AI Governance / Data Use Governance) | Custom pricing — contact OneTrust (pricing metered on admin users and AI inventory) | - Manage AI projects, register & track proprietary and open-source models and training datasets. |
- Assess AI against global laws, standards, and organizational policies; automate governance checks.
- Monitor model registration, performance, lineage, and generate model cards and audit-ready reports.
- Automate discovery and inventory of agents, models, and datasets; enforce policies across the AI lifecycle.
- Pricing note: official site states "Pricing based on admin users and AI inventory" and directs customers to request a demo or contact sales for a personalized quote. |
Seller details
OneTrust, LLC
Atlanta, Georgia, USA
2016
Private
https://www.onetrust.com/
https://x.com/OneTrust
https://www.linkedin.com/company/onetrust/
