The approach integrates the value flow from the mine to the final product (Mine-to-Marketing & Tailings) with a Lean Pull approach through five components within three fundamental pillars: 1. Strategy 2. Organization and Digital Competencies 3. Change Management and Digital Culture Figure 2 – Components for maximize the value added This transformation is articulated through the GIO Center, the core of digital transformation that enables online integration of the value chain using Digital Twin solutions such as ODJIT (Operational Just-in-Time Decisions), supported by advanced analytics to move from a reactive control model to a predictive and prescriptive one. With a progressive implementation plan in three phases: 1. Readiness 2. Transition 3. Consolidation 87
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