Smarter Inventory Management with AI Forecasting and Automation
- Trey Lewis
- Jul 1
- 1 min read
Building a Foundation for AI Success Across the Business. How a Furniture Brand Reduced Stockouts and Overstock.

A furniture manufacturer ran a lean warehouse model—but was constantly out of bestsellers and overstocked on slow movers. Forecasting was spreadsheet-based and didn’t reflect real-world customer trends.
The Challenge: Inventory Blind Spots
Stockouts impacting customer satisfaction
Excess inventory driving up storage costs
Disconnect between demand signals and procurement
The Solution: AI Inventory Forecasting from ConnXions
ConnXions performed an Inventory Optimization Assessment, helping the team:
Analyze historical sales and seasonality trends
Apply AI forecasting models to high-volume SKUs
Integrate replenishment triggers with their ERP system
The Impact: More Accuracy, Less Waste
20% fewer stockouts in peak seasons
25% lower excess inventory across warehouses
Improved cash flow and fulfillment accuracy
Why It Matters
AI took the guesswork out of inventory. ConnXions helped them respond to actual demand, not outdated projections.
🚚 Curious if AI can help you?
Let ConnXions show you where and how to start. Free Consultation