Inside the CNC Data Pipeline: Designing a Scalable Architecture for High-Fidelity Industrial Data

Modern CNC operations generate more data than most SME factories can meaningfully consume. The real challenge is not data availability, but data usability. Signals are noisy, unstructured, hardware-dependent, and fragmented across multiple protocols....