This document discusses Wi-Fi data offloading and its impacts on network infrastructure costs (CAPEX and OPEX). It describes modeling traffic patterns to determine optimal offload strategies. Wi-Fi offloading can reduce costs compared to densifying the macro cell network through additional sites and carriers. The document examines trade-offs between Wi-Fi, femtocells, and macro cell densification for offloading data. It also outlines considerations for a successful carrier Wi-Fi offload solution.