A technique is disclosed for automatically implementing item substitutions for unavailable items in a customer order. According to one embodiment, line item orders from selected customer orders may be aggregated and processed for substitution analysis. Substitutions for unavailable items of selected customer orders may then be automatically implemented based upon substitution instructions, business rules, and/or other predefined criteria.