Abstract: Aspects of the invention include obtaining product hierarchy information for an early lifecycle product offered for sale by a retailer and obtaining order data for each order of the early lifecycle product during an early lifecycle period. The aspects also include obtaining customer data for a customer associated with each order of the early lifecycle product during the early lifecycle period and determining an expected return rate for the early lifecycle product based by inputting the product hierarchy information, the order data and the customer data into a trained return prediction model. Aspects also include performing an action based on a stored profile of the retailer based on a determination that the expected return rate exceeds a threshold value.

Abstract: A system (and method) includes a seating platform, at least one sensor for detecting a state of the seating platform connected to a first wireless communications device, the first wireless communications device for conveying information on the state of the seating platform, and a second wireless communications device for receiving information from the first wireless communications device, and a computing system. The second wireless communications device is for receiving the information carrying signal and is connected to the computing system. The computing system is for initiating an action based upon the information.

Abstract: A system (and method) includes a seating platform, at least one sensor for detecting a state of the seating platform connected to a first wireless communications device, the first wireless communications device for conveying information on the state of the seating platform, and a second wireless communications device for receiving information from the first wireless communications device, and a computing system. The second wireless communications device is for receiving the information carrying signal and is connected to the computing system. The computing system is for initiating an action based upon the information.

Abstract: A system (and method) includes a seating platform, at least one sensor for detecting a state of the seating platform connected to a first wireless communications device, the first wireless communications device for conveying information on the state of the seating platform, and a second wireless communications device for receiving information from the first wireless communications device, and a computing system. The second wireless communications device is for receiving the information carrying signal and is connected to the computing system. The computing system is for initiating an action based upon the information.