As cloud adoption accelerated, million-dollar cost spikes pushed Samsung to establish a centralized FinOps model across 14 business units. The initiative embedded governance, forecasting, and KPI alignment into cloud decisions, shifting the culture from deployment-first to disciplined, value-driven investment and enterprise-wide accountability.