Intelligent Supply Chain Management
Manufacturing Company · Manufacturing
Designed AI-powered demand forecasting, inventory management, and automated production scheduling.
! 挑战
The manufacturer suffered frequent stockouts and overstock of certain SKUs due to inaccurate demand forecasting and time-consuming manual planning processes.
→ 我们的解决方案
Developed an AI demand forecasting system using time-series models and external signals (seasonality, commodity prices, economic indicators) alongside a production planning optimization engine.
✓ 成果
- 22% reduction in inventory holding cost
- 85% reduction in stockout incidents
- 18% improvement in production efficiency
- Planning cycle cut from 2 weeks to 2 days
技术栈
项目周期
6 months
关键成果
22% lower inventory cost, 85% fewer stockouts
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