Improve Production Timelines, Resource Efficiency, and Inventory
Client/Industry
Manufacture, Supply Chain & Inventory
What we did
Time Series Forecasting: Predicts actual production time based on historical data.
Multivariate Regression: Analyzes impact from external factors (weather, holidays, material availability).
Multi-Objective Optimization: Balances demand, margin, and cycle time.
Demand-Supply Matching: Optimal inventory levels based on production forecasts and market sentiments.
What we help
Production Planning Delays: Production schedules consistently exceed planned timelines.
Machine Output Optimization : Difficulty prioritizing which machines to run when facing conflicting demands and margins.
Commodity Trading Optimization: Inconsistent commodity procurement.
Project Impact
Production Timeline Adherence: Meningkatkan tingkat penyelesaian produksi tepat waktu
dari rata-rata 70% menjadi 92% dalam 3 bulan pertama implementasi.Resource Efficiency: Meningkatkan overall equipment effectiveness (OEE) sebesar 18%
melalui prioritisasi mesin yang dioptimalkan.Inventory Optimization: Mengurangi tingkat kelebihan inventaris sebesar 25% sambil
meningkatkan ketersediaan material kunci sebesar 18%.Procurement Savings: Mencapai rata-rata penghematan biaya sebesar 10% pada
pengadaan komoditas melalui timing pembelian yang didorong data.