Abstract: Disclosed are various embodiments for consolidating multiple pickings of an item to fulfill multiple shipments into a single picking of the multiple items. A determination is first made whether a metric representing a plurality of shipments exceeds a threshold, wherein individual ones of the plurality of shipments are mapped to corresponding ones of a plurality of item locations in a fulfillment center. The plurality of shipments are then remapped to an individual one of the plurality of item locations in response to a determination that the metric exceeds the threshold. Finally, a picking of the items is initiated.