Maintenance planners manage thousands of spare parts SKUs across storerooms, often holding excess inventory on low-risk components while running out of critical parts during an unplanned failure. ABC classification exists in ERP systems but is rarely updated based on actual failure history, and lead time data is often outdated, making it difficult to set safety stock levels that balance carrying cost against stockout risk.
Built For
Maintenance Planner or Storeroom Manager responsible for spare parts inventory strategy across a multi-asset plant, balancing carrying cost reduction with parts availability for unplanned maintenance events
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Maintenance & Reliability
Classifies spare parts by criticality, analyzes failure-driven demand, and sets safety stock recommendations for high-criticality components.
Supply Chain & Operations
Monitors supplier lead times, flags at-risk parts, and identifies excess inventory for potential disposition.
Process Engineer
Correlates spare parts consumption patterns with equipment failure modes and production criticality.
Apply ABC analysis to spare parts inventory, predict lead times for critical components, and optimize safety stock levels. Reduce carrying costs while ensuring availability for high-criticality assets.
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Defect rates spike by 40% during the shift handover period (2pm-3pm). There is also a strong correlation with 'Line 3' speed settings above 80%.
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