Edge Protocol Translation & Telemetry Architecture
Deterministic Fieldbus Translation
Converts legacy Siemens S7, Modbus, and Profinet signals into async OPC-UA binary streams with sub-5ms jitter across 100+ PLCs.
Sub-10ms Spindle Anomaly Inference
Executes quantized INT8 CNN autoencoders on Jetson AGX Orin nodes to catch bearing wear and tool chatter before catastrophic seizure.