This document discusses omni-channel retailing and some of the issues retailers face in implementing an omni-channel strategy. It defines omni-channel retailing as providing customers a seamless shopping experience across online and in-store channels. Some of the challenges mentioned include the higher costs of options like buy online pick up in store. The document also discusses how an omni-channel approach could help retailers with efficiencies, enhanced data collection and analysis to improve margins. It provides some examples of IBM solutions that can help with omni-channel retail capabilities and links to additional resources on supply chain automation solutions.