Abstract: Techniques for improving packaging systems are described. In an example, a computer system receives item data from a workstation. The item data includes a description of an item. The computer system also receives fit parameters. The fit parameters adjust the fit of items within packaging. The workstation is configured to facilitate packaging of the item. Based at least in part on an input to a packaging decision system, the computer system generates a package decision indicating a package type associated with the packaging of the item. The input is based at least in part on the item data. The packaging decision system is trained based at least in part on packaging data associated with historical item orders. The computer system sends the package decision to the workstation.

Abstract: A reinforced shipping container along with method for generating the reinforced shipping container are described herein. A digital model of the shipping container is received and simulated with an expected load. The expected load may represent an expected loading scenario for the shipping container during shipment. A reinforcement profile is determined based on stress data developed from the simulation to increase a strength-to-weight ratio of the shipping container. The reinforcement profile is used to apply a reinforcing agent to a substrate used to form the shipping container in a selective manner to reinforce regions of the shipping container that will experience stresses during shipping.