This workflow directly targets the profitability of custom manufacturing by eliminating the conservative, fixed toolpaths that waste time and accelerate tool wear when machining variable materials. It automates the closed-loop between IIoT force/torque sensors and the CNC controller, enabling dynamic feed and speed adjustments that protect margins on one-off parts. Implementation requires integrating sensor data streams with a real-time orchestration layer, typically built on frameworks like LangGraph, to process signals and issue corrective commands to the machine's API or PLC within milliseconds.




