Edge AI moves decision-making from the cloud to the machine. Advantech fanless edge nodes, paired with our IIoT gateway stack and SCADA integration, deliver sub-millisecond response for quality inspection, anomaly detection and predictive maintenance. We handle hardware selection, network architecture, OPC-UA integration and ongoing support.
Edge AI Capabilities
Edge Computing Nodes
Advantech fanless industrial PCs and AI inference accelerators mounted directly on the production line.
IIoT Gateway Stack
Protocol conversion (Modbus, PROFINET, OPC-UA, MQTT) and secure cloud bridging for legacy and modern PLCs.
SCADA and MES Integration
Connecting edge data to your SCADA, ERP and MES systems for unified production visibility.
Predictive Maintenance AI
Vibration, temperature and current signature analysis to detect bearing failures and motor degradation weeks in advance.
Real-Time Analytics
OEE, cycle time and quality dashboards updated every second - no cloud round-trip required.
Brownfield Integration
Retrofitting edge AI onto existing equipment without replacing PLCs or disrupting production.
Use Cases
- ▸Smart factory OEE optimisation
- ▸Predictive maintenance for motors and drives
- ▸Energy monitoring and consumption analytics
- ▸Vision-based quality inspection
- ▸Statistical process control and SPC alerts
- ▸Critical infrastructure monitoring
Products We Supply
- ▸Advantech industrial edge AI PCs
- ▸IIoT gateways and protocol converters
- ▸Industrial HMIs and operator panels
- ▸SCADA software and historian integration
- ▸AI inference accelerators (GPU/NPU modules)
- ▸Remote I/O and distributed control modules
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