Abstract: A computer-implemented method for analyzing package performance in a materials handling facility may include calculating an expected shipping cost for an item package and an actual shipping cost for the item package to determine excess shipping costs due to shipping item packages in the wrong container. The expected shipping cost may be the sum of the transportation cost and shipping materials cost when the item package is shipped in a recommended container. The actual shipping cost may be the sum of the transportation cost and shipping materials cost when the item is shipped in another container. The shipping materials costs may include the costs of the containers themselves and any non-item contents in the containers. A package performance analyzer may be configured to calculate excess shipping costs, generate various package performance reports according to received report parameters, and recommend corrective actions, including changing the available container types or providing training.

Abstract: A method, system, and computer-readable medium is described for automatically identifying incongruous item packages, such as to detect incongruities in the items that are included as contents of the item packages and/or to identify incongruities in the packaging used for the item packages. In some situations, the automatic identification of incongruous packages includes initially automatically learning appropriate values for parameters of items (e.g., item weights and/or dimensions) based on automatically measured parameters of packages including those items. Those item values can then be used to estimate corresponding parameter values of sealed packages that contain those items, and to further identify incongruous item packages whose measured parameter values do not correspond to the estimated values for those parameters. This abstract is provided to comply with rules requiring an abstract, and it is not intended to be used to interpret or limit the scope or meaning of the claims.

Abstract: A method, system, and computer-readable medium is described for automatically identifying incongruous item packages, such as to detect incongruities in the items that are included as contents of the item packages and/or to identify incongruities in the packaging used for the item packages. In some situations, the automatic identification of incongruous packages includes initially automatically learning appropriate values for parameters of items (e.g., item weights and/or dimensions) based on automatically measured parameters of packages including those items. Those item values can then be used to estimate corresponding parameter values of sealed packages that contain those items, and to further identify incongruous item packages whose measured parameter values do not correspond to the estimated values for those parameters.