ShelfLife E-Sim

E-Sim is a long-horizon resource management benchmark built on a stateful simulator of retail operations. Agents take control of the business on a fixed date and operate it one day at a time. Environments are grounded in nearly a decade of real customer orders, purchase orders, and inventory snapshots from a live retailer.