Fashion lifestyle retailers and brands operate in an environment where demand changes quickly and inventory decisions must be made across thousands of products, sizes and locations. WAIR replaces reactive spreadsheets and static allocation rules with AI-powered SuperAgents that continuously detect opportunities, decide what action is required and execute within the retailer’s chosen guardrails.
Wallie, WAIR’s AI Allocator, focuses specifically on inventory performance. Using WAIR’s fashion-trained forecasting technology, Wallie predicts customer demand at SKU and location level and turns those predictions into precise allocation decisions. The SuperAgent supports the complete inventory lifecycle, including initial distribution, replenishment, replenishment stops, store-to-store redistribution and returns to the warehouse. This helps retailers reduce stockouts and excess inventory while improving sell-through and protecting margins.
Through the prebuilt integration between WAIR and Patchworks, retailers and brands can connect WAIR with their existing ERP, POS, eCommerce, warehouse and inventory systems. Patchworks orchestrates the flow of product, sales, stock, location and transfer data, while WAIR converts that information into intelligent inventory decisions that can be returned directly to the retailer’s operational systems.
Together, WAIR and Patchworks create a connected, closed-loop inventory process: Patchworks keeps the underlying data moving, and WAIR’s SuperAgents predict demand and act on it. This allows merchandising and planning teams to spend less time managing spreadsheets and manually moving stock and more time focusing on assortment, trading and growth.
Skills & Services
AI Inventory Allocation: Initial Distribution, Replenishment, Redistribution.
Demand Forecasting
Financial & Assortment Planning
Fashion Lifestyle Retail
ERP Integration
