Audit traceability gaps that only surface six months after the part shipped. Revision control failures on long-lead exotic-alloy work. Conservative feeds and speeds quietly eroding margin on every cycle. Senior machinists three years from retirement, carrying tribal knowledge no spreadsheet ever captured. These aren’t efficiency problems. In aerospace and defense, they’re compliance, margin, and capability problems.