Manual bundle creation is a slow, margin-eroding process based on gut feel and static rules. This autonomous workflow ingests real-time signals—individual SKU price elasticity, inventory levels, and live basket composition—to construct and price profitable bundles dynamically. It replaces merchandising labor with a continuous optimization loop, directly increasing revenue per transaction by 5-15% while protecting margin floors. The architecture requires integration with e-commerce platforms (Shopify, Magento), ERP for cost data, and a CDP for customer segmentation.




