Title: From Manual to Automated CNC: A Workflow Transformation
Background: Our CNC shop struggled with lead times due to manual tool changes and part handling.
Challenge: Bottlenecks occurred in milling and finishing, causing delays in prototype delivery.
Solution: I led a workflow redesign integrating robotic arms and AI toolpath optimization. Real-time monitoring and predictive maintenance were added.
Results: Lead times dropped by 35%, scrap rates fell 25%, and operators reported smoother, less stressful shifts. The integration also improved aluminum part tolerances by ±0.005 mm consistently.
Post time: May-26-2026
