Autonomous AI agents, running on-premises on NVIDIA.
Omni Edge lets regulated, security-sensitive enterprises — legal, manufacturing, defense — run local AI on NVIDIA hardware while keeping sensitive prompts and enterprise data inside their controlled environment.
High-trust enterprises want AI — but can't send their data to the cloud.
Law firms, factories, defense, and healthcare run on sensitive data and often work in low-connectivity environments. Cloud AI is a non-starter; they need AI that runs inside their own walls.
Omni Edge brings local AI inference and governed agents on-premises.
Local inference, agent orchestration, and enterprise controls on NVIDIA hardware — private, low-latency, and offline-capable. Tool use and write actions can be logged for review.
Built for the environments cloud AI can't reach.
The same on-prem agent platform serves multiple high-trust industries — each needing local, private AI it can actually deploy.
Validated on NVIDIA, built for the Taiwan hardware ecosystem.
Omni Edge has validated local LLM inference on NVIDIA GB10 / DGX Spark (Grace Blackwell). We are aligned with NVIDIA's Taiwan-centered edge and enterprise AI ecosystem.
| Compute | NVIDIA GB10 / DGX Spark validated for local LLM inference; Jetson / IGX / RTX-class deployments explored per pilot environment. |
|---|---|
| Software stack | Current path: local inference on NVIDIA hardware. Evaluating TensorRT / TensorRT-LLM for optimization and NVIDIA NIM for enterprise packaging. |
| Workloads | Local agent inference, RAG over site-specific knowledge, governed agent workflows, and logs for tool use and write actions. |
A four-month pilot from environment to live on-prem agents.
We scope around the customer's real environment and data boundaries first, then deploy NVIDIA-accelerated local agents that run on-site.
Omni is already in paid, in-production deployment.
Current evidence points to operational traction, not just a prototype. Customer names and exact figures can be disclosed after approval.
Not just faster inference — AI you can actually run in production.
| Versus cloud API | Omni Edge keeps sensitive data and agent decisions inside the customer's environment, online or offline. |
|---|---|
| Versus chip-only platforms | We add the agent layer, workflow orchestration, and deployment support on top of the accelerated hardware. |
| Versus black-box automation | Tool use and write actions can be logged for review, and selected high-risk steps can require human approval — the differentiator that helps high-trust industries move to production. |
Rooted in Taiwan, expanding across APAC.
Taiwan is our home base and primary ecosystem, aligned with NVIDIA's hardware focus. We plan to use Singapore as an APAC partner and go-to-market hub.