Path A
Optimization-Driven
The business already exists. Our job is to make it perform better.
Business Understanding: the operating model, processes, organization and where the money actually flows.
Value Driver Mapping: build the Value Driver Tree and find which drivers really move value.
KPI Decomposition: break top-level targets into operational KPIs that are measurable and owned.
Opportunity Identification: find the bottlenecks, inefficiencies and leakage, then size each one.
Solution Engineering: design the fix in software, AI, automation or industrial intelligence.
Impact Measurement: quantify the effect on KPIs and on economic value, and keep tracking it.
In practice: mining
- Objective
- Increase extraction productivity
- Value drivers
- Less waste, more accurate extraction, higher mineral recovery
- KPIs
- Ore Recovery Rate · Dilution Rate · Equipment Utilization · Production Cost per Ton
- Solution
- AI-based Grade Control · Predictive Analytics · Operational Intelligence
- Outcome
- Lower extraction cost, higher recovery, stronger margins
