Commerce operations
Destination-based fulfilment routing
Destination-based fulfilment routing picks which warehouse or 3PL ships each order from the delivery address, stock and cost, rather than using a fixed default location.
The gain is compounding: shipping from the nearest location with stock cuts both transit time and zone-based shipping cost on the same order, and faster delivery is itself a retention input.
It requires accurate, near-real-time stock by location. Routing decisions made against stale inventory produce split shipments and cancellations, which cost more than the naive default they replaced.
The subscription-specific trap is that upcoming renewals are committed inventory. A router evaluating raw stock counts will happily send a one-off order from the warehouse holding the units already promised to next week's renewal cohort, and the failure surfaces days later as a subscription that cannot be fulfilled — which is far more expensive than a slower shipment, because it churns a recurring customer rather than delaying a single order.