Run inference closer
to every user
OneInfer Edge brings private and local model serving into the same platform as cloud inference, routing, monitoring, and access control.
Experience OneInfer Edge. Install for macOS Now.
One API across cloud, edge, and local hardware
Keep latency-sensitive and regulated workloads on trusted hardware while still using OneInfer for routing, discovery, and operational control.
Private by default
Run OpenAI-compatible models on your own machines and keep sensitive requests close to where they start.
Edge-first speed
Serve nearby users from local GPUs, workstations, or edge servers before sending traffic anywhere else.
One control plane
Register local endpoints once, then manage routing, health, access, and cloud fallback from OneInfer.
Local when you can. Cloud when you need.
OneInfer Edge gives every app one clean API. It starts with your private models, chooses the best healthy target, and falls back to OneInfer Cloud when local capacity needs help.
Local first
Start on your own hardware for faster, private, lower-cost inference.
Smart choice
Pick the healthiest local model for each request automatically.
Cloud backup
Burst to OneInfer Cloud when local capacity is busy or offline.
Connect private compute in minutes
Use your own Windows, Linux, or macOS hardware for local AI experiences, data residency, offline workflows, and low-latency product features without splitting your inference stack.
Install the OneInfer Edge runtime.
Connect your local model server.
Route every app through one API.
route: local-first
target: private-node-01