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Inspiration Case – Based on real mining challenges and AI opportunities identified across our work
How concentrator teams could increase metal recovery with AI simulation
AI simulates grinding and flotation adjustments to improve recovery by 1-3% and stabilize throughput.
Context
Variability in concentrators leads to inconsistent recovery.
Solution
AI simulates outcomes and suggests adjustments for grinding and flotation.
Results
Quality: 1-3% improvement
Recovery improves by 1–3%. Throughput stabilizes.
Data Inputs
Process historian data, pH data, particle size