Operational decisions are strongest when service, inventory, labor, space, and transportation are evaluated together—not as separate rate-card lines.
Start with demand geography
Map order destinations by ZIP3, shipment weight, dimensions, service level, and channel. National averages often hide the markets that actually drive cost.
Measure the inventory penalty
A second node can reduce outbound distance, but it also divides safety stock and increases replenishment decisions. Model fast movers separately from the long tail.
Decision principleModel the next operating step using your real SKU, order, destination, and exception profile.
Choose a controlled launch
Start with a defined SKU cohort and measure real parcel cost, delivery performance, inventory balance, and exception volume before expanding.
Questions to take into discovery
- Which SKUs and destinations create the greatest cost or service pressure?
- Which operating assumptions have not yet been tested with real data?
- What evidence will define a successful pilot and expansion decision?