One infrastructure layer. Built for what industry actually needs to do.

Ruggedized, high-density computing designed to run complex perception and control models directly at the point of work, deployed against three concrete outcomes.

OUTCOME 01

Autonomous operations

A high-performance, low-latency "brain" for machine vision, robotics, and industrial control, running complex vision-transformer and multi-billion-parameter models directly on device.

Robotics control

Real-time motion planning and environmental perception for robotic platforms, with direct interfaces for multi-axis joints and balance sensors.

Precision manufacturing

3D vision-guided trajectory tasks, spraying, gluing, assembly, with tight synchronization between motion control and visual feedback.

Visual inspection & bin picking

Low-latency, high-concurrency inference for defect detection and random bin picking, communicating directly with PLCs and robotic arms.

OUTCOME 02

Intelligent energy

Industrial-grade stability for long-running telemetry and inspection workloads in outdoor and harsh environments, where uptime, not raw throughput, is the constraint.

Battery & power telemetry

On-site processing of battery-management and power-quality data for critical energy assets.

Line & plant inspection

Automated visual inspection of power lines and photovoltaic installations, running continuously in the field.

Predictive maintenance

Groundwork for identifying degradation before failure, built on stable long-duration local compute.

OUTCOME 03

Connected field assets

Native cellular connectivity means field equipment stays visible and manageable, without relying on fixed infrastructure or a permanent wired network.

In-field connectivity

Native sub-6GHz cellular backhaul designed for remote sites, roadside deployments, and mobile fleets.

Transportation & roadside computing

On-device processing for in-vehicle ADAS-style perception, or roadside deployment for traffic monitoring and vehicle-infrastructure coordination.

Fleet visibility

Centralized oversight and model updates for a distributed fleet, while operational inference stays local.

The Platform

One compute foundation behind every outcome.

A configurable, industrial-grade capability profile for vision, robotics, and monitoring workloads.

INDICATIVE COMPUTE PERFORMANCE LADDER
24
48
60
100
200
Entry inference
Multi-stream vision
Advanced vision
Multi-model, dense
Multi-model, sparse
TOPS shown across configuration tiers. Sparse figure reflects peak throughput with sparsity-aware acceleration on the flagship configuration.

Compute & runtime

  • Up to 100 TOPS dense / 200 TOPS sparse
  • Supports 7B-parameter models & vision transformers
  • Linux / Ubuntu 24.04, standard AI toolchains
  • Real-time kernel — ≤1ms task scheduling latency

Reliability

  • Hybrid cooling, tuned for 7×24 full-load operation
  • Automatic service recovery in under 5 seconds
  • Industrial-grade thermal & power design

Connectivity

  • Native 5G sub-6GHz cellular option
  • Dual Ethernet, Wi-Fi option
  • 2×, isolated CAN FD for industrial control

Interfaces

  • Dual camera (MIPI / USB / IP), display output
  • 40-pin GPIO, M.2 SSD (PCIe Gen 4)
  • USB-C + 4× USB-A for peripherals
Deployment Wedges

Start narrow. Expand from pilot to fleet.

Three environments where local compute converges with a clear, measurable operational problem.

Automated production line
Smart Factories

See defects before they scale.

Multi-camera quality inspection, worker-safety analytics, and production-line monitoring, evaluated on the line in real time.

Industrial robotic arm
Robotics & Mobile Equipment

Perceive locally. Act reliably.

Local perception, navigation support, vision-guided automation, and direct CAN-connected control environments.

Container port at night
Ports & Industrial Logistics

Optimize the moving edge.

Container and yard vision, gate intelligence, fleet safety, and local analytics in bandwidth-constrained zones.

Illustrative use cases shown for context; no customer deployment, partnership, or operator relationship is implied.

Define Your Pilot

What proves value in the first 90 days?

We'll help define a pilot around the safety, quality, latency, uptime, or throughput indicator that matters most to your site.