The platform
Your team's physical AI lab. In any browser.
Compute, people, and expert guidance in one live environment.
From one workstation to the whole class.




Log in. Start building.
Start with a sandbox. Stay for production.
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Evaluate
Sandbox
Explore hands-on before buying hardware.
Outcome
Hands-on the same day
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Build
Proof-of-concept
Training, office hours, and a working POC.
Outcome
A POC in 3–6 weeks
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Prepare
Pre-deployment
Train while hardware is being procured.
Outcome
Productive on hardware day one
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Scale
Ongoing licensing
Keep working on it, or bring it in-house.
Outcome
Sandbox, production, onboarding
What technical buyers ask.
No. It runs in an isolated sandbox outside your environment and streams to standard browsers. No installation, no integration, no IP exposure. The full platform can also run on-premise.
NVIDIA builds the technology. UME.Studio is NVIDIA's live training partner of choice for their key customers and partners globally, with custom, project-based programs on a platform where instructors see every workspace.
Yes. UME.Studio is SOC 2 Type II compliant. Data is encrypted at rest and in transit, each customer's data is stored separately, and every access is logged. Detailed security reports are available on request.
Events
- NVIDIA GTCSan Jose, CAPrimary ecosystem event
- FED SUPERNOVAAustin, TXDefense innovation
- ALL INMontreal, QCInternational AI conference