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AI Edge PCs

Industrial AI Edge Computers for Real-Time Inference at the Factory Floor

GPU / NPU AcceleratedNVIDIA / Intel / AMDMachine VisionSmart Factory24/7 Industrial

INCOME IPC's AI Edge PC series brings GPU and NPU-accelerated AI inference to industrial environments. Supporting NVIDIA Jetson, discrete NVIDIA RTX/A-series GPUs, and Intel Core Ultra with integrated NPU, these systems deliver the compute density required for machine vision, defect detection, predictive maintenance, and autonomous robotics — in ruggedised, fanless or actively cooled enclosures rated for 24/7 industrial operation.

AI Accelerator
NVIDIA GPU / Intel NPU / AMD Radeon
CPU Options
Intel Core Ultra / 13th Gen Core / AMD Ryzen
Memory
Up to 64 GB DDR5 + GPU VRAM
AI Performance
Up to 100+ TOPS (NPU + GPU combined)
I/O
4× USB 3.2, 2× GbE, 4× COM, GPIO
Power Input
DC 12–48 V or ATX
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Models

Available Models

Click a model to view full specifications, photos, and request a sample.

Key Features

Built for demanding industrial environments.

GPU & NPU AI Acceleration

Discrete NVIDIA GPU and Intel NPU options deliver TOPS-level AI inference performance for real-time vision, NLP, and predictive analytics workloads at the network edge.

Machine Vision Ready

PCIe x16 for frame-grabber or GPU cards, GigE Vision and USB3 Vision camera support, and high-bandwidth memory enable multi-camera inline inspection systems.

Industrial-Grade Deployment

Ruggedised enclosures with wide-temp operation, vibration resistance, and wide DC input ensure reliable 24/7 operation on the factory floor without IT-grade infrastructure.

AI Framework Compatible

Pre-validated with TensorRT, OpenVINO, ONNX Runtime, and PyTorch for rapid model deployment. Docker and Kubernetes support for containerised AI workload management.

Industrial Protocol Support

OPC-UA, MQTT, Modbus TCP, and PROFINET support enables direct integration with existing factory automation infrastructure without additional middleware.

OEM AI System Integration

INCOME IPC provides hardware-software co-design support, custom enclosure options, and AI model optimisation consulting for OEM AI system integration projects.

Applications

Where AI Edge PCs fits in your system.

01

Inline Visual Inspection & Defect Detection

GPU-accelerated AI inference enables real-time defect detection on production lines at camera frame rates, replacing manual inspection with consistent, data-driven quality control.

02

Predictive Maintenance

Edge AI processing of vibration, temperature, and acoustic sensor data enables real-time anomaly detection and predictive maintenance alerts without cloud dependency.

03

Autonomous Mobile Robot (AMR) Brain

Compact form factor, wide DC input, and GPU/NPU compute support real-time SLAM, obstacle avoidance, and path planning for AMRs and autonomous guided vehicles.

04

Smart Camera & Vision Gateway

Multi-camera input, GigE Vision support, and AI inference capability enable centralised vision processing gateways for multi-station inspection and tracking systems.

05

Intelligent Traffic & Logistics

AI Edge PCs power licence plate recognition, vehicle classification, and logistics flow optimisation at toll stations, warehouses, and distribution centres.

06

Smart Retail & People Counting

NPU-accelerated person detection, queue analysis, and behaviour recognition support retail analytics, access control, and occupancy management applications.

FAQ

Common questions before the sample ships.

Ready to evaluate the AI Edge PCs?

Samples from 1 unit. Our engineering team will confirm configuration before shipment.

Download Datasheet