Edge at every site, control plane in the cloud.
Per-site Innfini edge runtime for sub-100ms decisions. Cloud control plane for fleet management, policy distribution, and model deployment. Operates degraded; reconciles on reconnect.
The problem
- 01Latency vs. management. Edge gives latency; cloud gives management. Customers want both.
- 02Connectivity gaps. Industrial sites lose connectivity. Pure-cloud platforms stop working.
- 03Fleet management. Managing 100+ edge gateways from spreadsheets is its own engineering job.
- 04Update risk. Pushing firmware or models to 100+ sites without staged rollout and automatic rollback is how outages happen.
The capability surface.
Edge runtime
Sub-100ms inference at every site. x86 and ARM gateway support. CPU-only — no GPU required.
Cloud control plane
Fleet management, policy distribution, model deployment, telemetry aggregation from one console.
Degraded operation
Edge nodes operate independently when cloud is unreachable. Reconcile automatically on reconnect.
OTA updates
Over-the-air firmware, model, and policy updates. Staged rollouts. Automatic rollback on regression.
Local-first storage
Operational data buffers locally. No data loss during connectivity gaps.
mTLS at scale
Automatic certificate rotation across the fleet. Security without manual ops.
Edge for the latency. Cloud for the management. Operates whether or not the cloud is reachable. The right default for industrial deployments.
What this delivers.
- 01Sub-100ms inference at every site on commodity gateways
- 02Cloud control plane manages 100+ site fleets from one console
- 0372-hour offline tolerance with automatic reconciliation
- 04OTA updates with staged rollouts and automatic rollback
- 05mTLS certificate rotation automated across the fleet
See Hybrid Edge running in your environment.
A 60-minute architecture review with our solutions team. We map your sensors, your systems, and the workflows where this capability moves the needle.