Give every device an AI-powered brain
ioThink builds industrial AI, precision measurement and control, and quality management systems for high-end equipment, robotics, semiconductors and new energy — all running on our TACO data intelligence platform.
From raw device signals to decisions on the line
We digitize equipment and give it intelligence. Our TACO platform stores, manages, analyses and models real-time data, and we turn it into products and custom solutions for manufacturers and IoT companies.
Industrial data acquisition & modeling
Collect high-frequency process data from PLCs, sensors and instruments over MQTT, HTTP, Profibus, Modbus or Kafka, then build models on it.
High-precision closed-loop control
Feed model decisions straight back to the equipment — for example, a PLC that diverts a defective part within half a second.
Lightweight edge AI deployment
TACO installs on low-cost amd64 or arm64 Linux hardware — industrial PCs, embedded boards, even a Raspberry Pi.
AI quality inspection for ultrasonic metal welding
Every weld on an EV battery line produces thousands to tens of thousands of high-frequency data points. Our system reads them in real time, judges each part, and names the likely cause of any defect.
- Detects no weld, weak weld, missed weld, oil, tape, tab folding and layer errors
- Warns of horn/anvil wear, loose screws and transducer damage
- Validated by CATL and Wanxiang A123; in production at SVOLT, REPT BATTERO and Sunwoda
TACO: Test, Analyze, Control, Optimize
One install bundles a time-series database, object store, message queue, lambda functions and machine learning. Data-analysis and ML applications that used to take months can be built in weeks.
Where our systems run
Manufacturing
Clean Energy
IoT
Healthcare
Financial Services
Bring AI to your production line
Custom development, technology licensing or OEM products — talk to us about the partnership model that fits your equipment.