Optimizing manufacturing processes with edge AI, predictive maintenance, and robust IIoT mesh networks for Industry 4.0.

Real-Time Production Monitoring
Predictive Maintenance Analytics
IIoT Sensor Mesh Networks
Robotic Control Systems
Digital Twin Integration
SCADA & PLC Connectivity
On-premise processing for real-time quality control and anomaly detection.
ML-driven failure prediction reducing unplanned downtime by 80%.
Hardware-secured IIoT gateways with end-to-end encryption.
ChipTalk's industrial automation practice delivers measurable OEE improvements through a combination of edge computing, IIoT sensing, and predictive analytics. Our solutions are deployed across automotive, semiconductor, food-and-beverage, and heavy-machinery production lines worldwide.
Deployed vibration and temperature sensors on 50+ CNC machines with edge-based anomaly detection, reducing unplanned downtime by 72% in the first 6 months.
Designed and installed a 500-node wireless IIoT mesh network across a 50,000 m² factory, enabling real-time OEE dashboards and automated quality gate reconciliation.
We retrofit intelligence onto existing brownfield infrastructure. Our IIoT gateways speak OPC-UA, Modbus, and Profinet natively, so you gain edge-AI capabilities without ripping out your PLC investment.