KPI-COSMO optimizes multiple components, from mines to products, in an integrated fashion that capitalizes on operational synergies across the value chain. This includes the sequences of extractions in the mines, material destinations (cut-off grades), and material handling, blending, transformations, complex costs/revenues structures, and sustainability aspects. KPI-COSMO also allows for managing technical risks affecting the mineral value chain operation by integrating simultaneous simulations of grades, material types, geometallurgical properties, metal prices, recoveries, throughputs, equipment performance etc. By capitalizing on its stochasticity and simultaneity natures, KPI-COSMO demonstrates to generate significantly higher NPV compared to the conventionally generated long-term mining production plans.