Cycle counts that never match SAP usually mean parallel Excel, delayed issues, or bins that drifted. A model on item and warehouse history highlights slow movers and plants where SAP and the floor diverge.
What we read
- Item master and warehouse movements in SAP B1 SQL or HANA.
- Seasonality from sales and production — same family as demand forecasting.
What we do not replace
Barcode putaway, FIFO picking, and bin control still belong in WMS on SAP B1. AI ranks risk; operators still count and correct in SAP.
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