Case studies

Solutions running on real production lines

From semiconductor package testing to equipment monitoring and safety control — systems we designed for customers and put into production.

Wafer Offset AI Detection for Plating Equipment
AI Vision Inspection

Wafer Offset AI Detection for Plating Equipment

Two cameras and AI image recognition track each wafer's path inside a plating tool in real time. When the offset exceeds the limit, a stack light, buzzer and relay trigger instantly, and every event's video and track data are kept.

AI Print Inspection for Coloured Foil Pouches
AI Vision Inspection

AI Print Inspection for Coloured Foil Pouches

AI image recognition replaced the existing reader to inspect lot and expiry printing on every foil pouch inline, across light and dark packaging, triggering existing machine signals on failures with no re-tuning after installation.

Open-Short Tester (iOST)
Semiconductor Test Equipment

Open-Short Tester (iOST)

Up to 16,384 channels of fast, accurate and intelligent open/short testing for maximum efficiency and quality in semiconductor packaging.

ESD Grounding Resistance Monitoring System
Equipment Monitoring

ESD Grounding Resistance Monitoring System

24/7 automatic measurement of equipment grounding resistance with instant alarms and full history, so ESD protection actually works on the line.

Liquid Level Sensing System
Equipment Monitoring

Liquid Level Sensing System

Non-contact sensing of liquid level through the container wall — real-time monitoring that prevents overflow and shortages without modifying the container.

Plasma Detector
Equipment Monitoring

Plasma Detector

A high-resolution visible light sensor with isolated industrial voltage outputs for plasma and general light-source detection and intensity analysis.

RFID Acid Cabinet Lock System
Safety & Interlock Control

RFID Acid Cabinet Lock System

Badge permissions, barcode matching and full operation logs prevent chemical mix-ups and add another layer of process safety.

MAPS 6.0 Air Box
Wireless IoT

MAPS 6.0 Air Box

An open environmental sensing system for temperature, humidity, PM2.5, light and TVOC, expandable with CO2, noise and wind-speed modules.

Automated Wafer Carrier Storage System
RFID Solutions

Automated Wafer Carrier Storage System

A smart storage rack with AGV handling, MES integration and RFID tracking for high-density, unmanned FOUP storage.

Wireless Vibration Transmitter
Vibration Measurement

Wireless Vibration Transmitter

Vibration data sent over a 2.4 GHz RF link with about 90 days of battery life, so machine condition is always visible.

Remote Machine Monitoring System
Wireless IoT

Remote Machine Monitoring System

Machine status sent over LoRa with up to 8 km line-of-sight range, cutting patrol time and keeping a full equipment history.

INSP-E220 Auxiliary Equipment Power Status System
Equipment Monitoring

INSP-E220 Auxiliary Equipment Power Status System

Centralised status checks for every enabled device, with grouped views, scheduled logging and one-touch alarm reset.

Proportional Valve Control & Vibration Measurement
Vibration Measurement

Proportional Valve Control & Vibration Measurement

A PLC with a tuned PID loop sets proportional valve pressure automatically while logging vibration — responsive and cost-effective.

HMI Equipment Monitoring System
Equipment Monitoring

HMI Equipment Monitoring System

Wireless relays capture equipment power signals and show up to 32 machines on one HMI, with instant alarms on abnormal status.

Handler Vibration Measurement System
Vibration Measurement

Handler Vibration Measurement System

Lightweight accelerometers with multi-channel acquisition convert vibration to velocity and voltage output, keeping plant equipment condition visible.

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