Case StudyPaper & Packaging
Paper Conversion: Stock valuation and reorder optimization
A paper conversion unit improved stock valuation confidence and reduced reorder errors with structured inventory intelligence.
28 Mar 20261 min readBy AICAN Customer Team

Paper & Packaging | Valuation blind spots caused reorder mistakes
A paper conversion unit improved stock valuation confidence and reduced reorder errors with structured inventory intelligence.
The Reality
- Stock valuation relied on delayed exports and manual adjustments.
- Reorder triggers ignored velocity and lead-time shifts.
- Dead stock and fast-moving items were not reviewed together.
The Cost
- Working capital strain from overstock and stale inventory.
- Frequent urgent buys for fast movers.
- Low confidence in inventory-based decisions.
The Fix
Digitize
- Unified stock valuation and movement visibility by SKU.
- Digitized reorder policy controls with category logic.
- Tagged dead stock and slow movers in one analytics view.
Optimize
- Improved reorder quality with demand/lead-time context.
- Reduced dead stock accumulation through action queues.
- Enabled weekly inventory governance cadence.
Scale
- Auto-generated reorder suggestions for critical SKUs.
- Built AI risk flags for abnormal stock behavior.
- Expanded valuation governance across warehouses.
The Result
Before: Inventory decisions were delayed and often imbalanced.
After: Valuation confidence improved and reorder decisions became more reliable.
Digitize what you have. Optimize what you can see. Scale what you have earned.
