Inventory Intelligence SystemInventoryForecastingAnalytics
Inventory Revolution
Cut excess inventory by 67% while doubling revenue — using AI-powered demand forecasting and automated purchasing decisions.
$300K → $100K
Excess inventory
2x
Revenue growth
108%
Year-over-year growth
-60%
Stockout reduction
The Challenge
The company was sitting on $300K in excess inventory. Cash was locked up in slow-moving SKUs while bestsellers went out of stock. Manual purchasing decisions led to overbuying on trends and underbuying on staples.
The Approach
Built an inventory intelligence system that integrates sales velocity data, seasonal patterns, and supplier lead times. AI models forecast demand at the SKU level, automatically generating purchase orders optimized for cash flow. Integrated with Inventory Planner and custom analytics for a complete demand planning pipeline.
What Was Built
- SKU-level demand forecasting using historical sales data and seasonal patterns
- Automated purchase order generation optimized for cash flow and lead times
- Integration with Inventory Planner for supply chain visibility
- ABC classification system for prioritizing high-value inventory management
- Real-time dashboards tracking inventory health metrics
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