TSingley Industrial Internet Technology Co., Ltd.

We deliver a MES II production management & execution system that lets factories “see everything, measure accurately, and stay in control”. Built on our proprietary TSingley MES II Industrial IoT three-loop control model — APS intelligent scheduling for planning, collaborative manufacturing execution for operations, and comprehensive equipment health for monitoring — the three loops work in tandem with seamless, break-free connectivity, dynamically balancing people, machines, materials, methods and environment. At the plant-wide data management layer, the ONLINE platform supports on-premises LLM deployment and production-management AI agents: it feeds device data, item specifications, LOT batches, CPK trends and other full-scale industrial data into model training, so AI learns to “understand the production line” and unlocks the full value of shop-floor data.

For equipment manufacturers and system integrators, we build intelligent equipment solutions that are “process-aware, self-diagnosing and IoT-connected”. IoT connectivity — one-stop conversion across 10+ industrial protocols, from Modbus to Mitsubishi CNC, seamlessly linking equipment with MES, ERP and the cloud. Self-diagnostics — an embedded PHM engine fusing 1D-CNN + TCN + VAE models performs real-time edge inference to predict faults and estimate remaining useful life. Process awareness — a digital framework is pre-loaded before shipment, then trained at the customer site on real production data (e.g. the three-way CNN + VAE + rule-engine fusion for ultrasonic welding), evolving equipment from “data-capable” to “process-aware” — every machine we ship comes with the ability to keep learning.