Agent Ecosystem Show & Tell: From Reactive to Autonomous - Solving Fashion Inventory with WAIR

Fashion retail inventory management is still largely reactive: rigid allocation rules, slow replenishment cycles, and transfers that happen after markdowns have already hit. The result is missed sales, excess stock, and decisions made too late.

WAIR will show how Wallie applies agentic AI to that problem. Wallie is an autonomous inventory agent built for Heads of Merchandise managing anywhere from 10 to 1,000+ shop floors. It handles the full inventory lifecycle - initial allocation, daily replenishment, stop-replenishment, and proactive mid- and end-season transfers - without waiting for a human to catch the signal first.