business and industrial manufacturing

The transition to Industry 4.0, integrating digital twins, autonomous robotics, and MES (advanced manufacturing execution systems), requires a fundamental shift in how corporate finance models capital expenditure (CAPEX), values inventory, and absorbs manufacturing overhead. This is not merely an operational upgrade; it is a structural transformation of the cost-volume-profit (CVP) relationship. By digitizing the factory…