Predictive maintenance for a Federal Way-area manufacturer
Aerospace suppliers in Federal Way run CNC, EDM, and inspection equipment where machine drift cascades into rework cost. AI watches tool-wear and spindle telemetry, models the failure curve, and flags the part-program window where tool change becomes economically optimal.
Outcomes
- Tool-change timing optimized against quality and throughput together
- Inspection rework reduced through earlier drift detection
- CMMC / ITAR-compliant data handling preserved end to end
- MES integration with existing AS9100 quality workflow