AI-driven predictive maintenance is becoming the single most valuable upgrade in modern CNC manufacturing. Instead of waiting for machines to fail or following fixed interval service schedules, 2026-era CNCs continuously monitor spindle load, vibration frequency, thermal drift, tool wear signatures, ...