AI governance simplified with Deeploy

Go beyond risk inventory platforms like OneTrust with operational AI governance. Centralise all your models, apply governance controls, monitor performance, and generate regulator-ready audit trails, all in one platform.

Portfolio management isn't enough for AI compliance

How Deeploy compares to OneTrust

OneTrust helps you track compliance on paper. Deeploy turns it into real, operational controls.

Feature
Deeploy
OneTrust
AI Use Case Inventory
Model Explainability
Bias & Drift Monitoring
Audit Logs (per prediction)
EU AI Act Alignment
Policy-level only
Stakeholder Dashboards
Legal & compliance focus 
AI Model Deployment

Deeploy adds the governance infrastructure your AI stack has been missing

Flexible AI onboarding

All your AI models in one place

Connect any AI, on any platform, and track them all from one interface.
Manage compliance in a guided workflow

Know what's running and prove it's safe

Stay ahead of audits without slowing teams down
Real-Time Monitoring & Built-in Explainability

Catch issues before they become liabilities

Track performance, explain every prediction, detect drift, and stay in control as your data changes.

Why teams switch from OneTrust to Deeploy

Model-level depth

OneTrust catalogs AI risks. Deeploy monitors bias, drift, and explainability at the model level, generating regulator-ready logs for each prediction.

Operational compliance

Beyond risk tracking, Deeploy generates audit evidence automatically, concrete proof that your models comply, not just documentation.

Bridging business & technical teams

Compliance officers see policy alignment. Data scientists see model performance. Engineering sees deployment metrics. One platform, three critical perspectives.

Trusted by leading organisations

Ready to see model-level AI governance in action?

Frequently asked questions

We already use OneTrust for AI governance. Why would we need Deeploy?

OneTrust tracks risks at the portfolio level, cataloging which AI systems exist and their risk classifications. Deeploy governs models in production, providing the technical evidence OneTrust cannot generate: bias metrics, drift alerts, prediction-level audit logs, and explainability reports.

Minimal overlap. OneTrust handles policy management, risk cataloging, and data privacy. Deeploy goes deeper with AI model governance, allowing you to directly implement governance controls, monitoring models, detecting bias, generating explanations, and creating technical audit evidence. OneTrust tells you what AI risks exist. Deeploy proves how those risks are controlled operationally.

Deeploy allows teams to easily set up governance controls at the model level, store model and compliance documentation, monitor performance, and generate audit trails aligned with what regulations such as the EU AI Act require.

Deeploy is a complete AI governance platform, you get model registry, deployment, monitoring, compliance controls, and audit evidence generation in one place. That said, if you have existing investments in platforms like OneTrust for broader data governance, Deeploy can integrate, feeding model-level compliance data into their inventory systems.

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Build audit-ready AI governance from day one