Environments
Twin Studio
Author and calibrate physics-accurate digital twins of your deployment sites in OpenUSD.
- Visual scene authoring
- Sensor & physics calibration
- Fidelity scoring vs. hardware
Products
The certification suite for Physical AI.
Six products that share one evidence engine — from authoring twins to issuing certificates and monitoring robots in the field.
Product suite
Six products. One certification engine.
Adopt the whole platform or start with a single product — every piece writes to the same evidence layer.
Scenarios
Data Foundry
Generate the long tail of edge cases with domain randomization and world-model synthesis.
- Counterfactual scenario miner
- Synthetic sensor data
- Coverage analytics
Validation
Cert Engine
Run GPU-scale validation and issue calibrated Real-World Readiness Certificates.
- Massively parallel trials
- Calibrated gap estimator
- Signed certificate artifact
Conformance
Edge Runtime
Monitor deployed robots on Jetson and stream telemetry back to correct the twin.
- On-robot conformance checks
- Drift & anomaly alerts
- Telemetry to flywheel
Governance
Evidence Vault
Immutable storage of every trial, artifact, and signature for audit and compliance.
- Tamper-evident logs
- Role-based access
- Export for auditors
Automation
CertAgent
Guardrailed agent that re-certifies policies and drafts reports with human approval gates.
- Automated re-certification
- Report drafting
- Human sign-off required
How they fit together
A single pipeline from twin to field.
Twin Studio and Data Foundry feed Cert Engine. Certificates land in the Evidence Vault. Edge Runtime closes the loop, and CertAgent keeps everything current.
Twin Studio → environment
Data Foundry → scenarios
Cert Engine → certificate
Evidence Vault → audit trail
Edge Runtime → conformance
CertAgent → re-certification
At a glance
What each product does.
| Product | Stage | Primary output | Runs on |
|---|---|---|---|
| Twin Studio | Environment | Calibrated OpenUSD twin | Omniverse |
| Data Foundry | Scenarios | Synthetic data & edge cases | Cosmos · DGX |
| Cert Engine | Validation | Readiness certificate | Isaac Lab · DGX |
| Edge Runtime | Conformance | Field telemetry & alerts | Jetson |
| Evidence Vault | Governance | Audit-ready record | Cloud / on-prem |
| CertAgent | Automation | Re-certification & reports | NeMo Guardrails |
Flagship
Cert Engine issues the artifact everyone trusts.
The core of the platform. Turn a policy and a twin into a signed certificate with a readiness score, confidence bounds, failure modes, and an operating envelope.
Calibrated scoring
Predictions tuned against real field outcomes, not raw sim numbers.
Signed & verifiable
Cryptographically signed and reproducible from stored provenance.
Regression aware
Compare across policy versions to catch readiness drops before release.
6
Products in the suite
1
Shared evidence engine
9+
NVIDIA technologies
3
Deployment editions
Who uses what
A product for every role in the loop.
Simulation engineers
Live in Twin Studio and Data Foundry building faithful environments.
ML engineers
Run Cert Engine, gate CI, and track readiness across versions.
Safety & ops
Own Evidence Vault and Edge Runtime for audit and field conformance.
Editions
Deploy the suite the way your org runs.
Cloud
Fully managed on our GPU cloud. Fastest path to your first certificate.
On-prem / DGX
Run the entire suite inside your own infrastructure for data control.
Hybrid
Author twins in cloud, validate on your DGX — one certificate format.
Product roadmap
Where the suite is headed.
Shipping now
Twin Studio, Data Foundry, Cert Engine
The core authoring-to-certificate pipeline is generally available.
This quarter
Edge Runtime GA
Jetson conformance monitoring closes the loop to field telemetry.
Next
Fleet Brain
Fleet-level aggregation of certificates and continual learning.
Exploring
Vertical twin templates
Prebuilt twins for warehouse, factory, and field environments.
Add-ons
Extend the platform as you scale.
Fleet Brain
Aggregate certificates and telemetry across an entire robot fleet.
Teleoperation Capture
Turn human demonstrations into validation and training data.
Compliance Pack
Prebuilt reports and controls mapped to safety and audit frameworks.
Vertical Twins
Prebuilt twin templates for warehouse, factory, and field environments.
Start with one product or the whole suite.
We'll help you pick the right entry point and stand up your first certificate fast.