Shopify: order_id, product_sku
Recharge: re-bill cycle
3PL: Region, State, Warehouse ID
Since you combined upcoming subscription orders with customer data from Shopify, you can segment orders based on geographical location. You see the types of products customers from each state prefers. For example, you notice that customers on the West Coast love your gluten-free and dairy-free snacks. You share these trends in upcoming orders with your operations team. In turn, they adjust the inventory in your warehouses, knocking a day or two off of deliveries from those top items.