// Platform · DeploymentPer-site edge · Cloud control

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.

// Why it matters

The problem

01
Latency vs. management. Edge gives latency; cloud gives management. Customers want both.
02
Connectivity gaps. Industrial sites lose connectivity. Pure-cloud platforms stop working.
03
Fleet management. Managing 100+ edge gateways from spreadsheets is its own engineering job.
04
Update risk. Pushing firmware or models to 100+ sites without staged rollout and automatic rollback is how outages happen.

// What Innfini delivers

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.

// Measured impact

What this delivers.

01
Sub-100ms inference at every site on commodity gateways
02
Cloud control plane manages 100+ site fleets from one console
03
72-hour offline tolerance with automatic reconciliation
04
OTA updates with staged rollouts and automatic rollback
05
mTLS certificate rotation automated across the fleet

See Hybrid Edge running in your environment.

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