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Inspiration Case – Based on real mining challenges and AI opportunities identified across our work
How supply chain teams could predict spare parts demand months ahead with AI
AI forecasts usage and failure rates to reduce excess inventory by 20-30%.
Context
Planners struggle to match spare parts with demand.
Solution
AI forecasts usage, failure rates, and lead times.
Results
Quality: 20-30% reduction
Excess inventory reduces by 20–30%.
Data Inputs
Consumption history, maintenance logs, supplier lead times