Abstract: In general, embodiments of the present invention provide systems, methods and computer readable media for collecting pre-feature data for a promotion, performing analytics on the pre-feature data, predicting the promotion sales velocity based on applying an odds model to the pre-feature data, and determining a quantity of goods to source based at least in part on the promotion sales velocity.

Abstract: In general, embodiments of the present invention provide systems, methods and computer readable media for collecting pre-feature data for a promotion, performing analytics on the pre-feature data, predicting the promotion sales velocity based on applying an odds model to the pre-feature data, and determining a quantity of goods to source based at least in part on the promotion sales velocity.

Abstract: A method for resource capacity collaboration includes accessing an assignment of an item used in producing a product for a customer to a first resource (108) of a factory (106) in a first production period, accessing a capacity value (136) representing a capacity of the first resource (108) to process one or more items in the first production period, accessing a demand value (138) representing a demand placed on the first resource (108) in the first production period by the assignment of the item (206) to the first resource (108), automatically generating a notification if the demand value (138) exceeds the capacity value (136), automatically communicating the notification to a user associated with the customer, and reassigning at least a portion of the demand placed on the first resource (108) in the first production period to at least one of a second resource (108) and a second production period.