Every correction is a labelled training example with objectively verifiable ground truth — unlike LLM training, the part either passes QC or it doesn't

917 shops × 40+ machine models × 200+ alloys × ∞ geometries — a matrix no competitor can cover from a standing start

Hexagon, Sandvik, Autodesk, and Siemens each attempted internal AI CAM. All failed. All partnered with CloudNC.

Today: CAM programming. Next: quoting, scheduling, quality inspection. The data compounds across every process.