Machine Overview

Interactive 3D CNC machine with sensor placement

Data Flow Architecture

Retrofit ActiveML Active
CNC MachineEdge GatewayEdge ComputeAnalyticsRetrofit SensorsVibration / TempML PipelineTraining / InferenceController DataRetrofit DataML Pipeline
Real-time data flow: 100ms controller / 1s retrofit / batch MLLatency: <50ms edge processing
12
Sensors Available
6
Controller
6
Retrofit
$4,400
Total Retrofit Cost