Solution 03 / Efficiency

Improve planning accuracy. Reduce inventory.

Agents continuously compare planned parameters against actual outcomes — and correct them. Lead times in the planning system reflect real supplier performance. MOQs are renegotiated when volumes justify it. The result is plans that match reality, which means less inventory required to absorb the gap between the two.

Fig. 01 — The correction loop
EXECUTION OBSERVEDactual lead times · qty · costCOMPARED TO PLANdeviation per parameterCORRECTEDor renegotiated w/ supplierPLANNING SYSTEM UPDATEDAPS · ERP parametersNEXT CYCLE RUNS ON BETTER DATA — REPEAT
SWIPE FIGURE →
Fig. 02 — Planned vs. actual, over successive cycles
ACTUALPLANNEDGAP → 0the system learns each cyclePLANNING CYCLES →
SWIPE FIGURE →
Fig. 03 — Same service level, less inventory
BEFORE — STALE PARAMETERS
CYCLE STOCK 46%
SAFETY STOCK 54%
AFTER — CORRECTED PARAMETERS
SAFETY STOCK −46%
SERVICE LEVEL UNCHANGED

Plans that match reality carry less inventory.

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