
Introduction Manufacturers often find themselves drowning in a sea of operational data while simultaneously starving for the specific financial insights needed to pivot toward greater profitability during lean periods. While modern shop floors generate staggering amounts of information regarding material usage, machine uptime, and labor hours, the disconnect between these technical metrics and the actual financial bottom line remains a










