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unities to improve?169。169。 2023 Geia TechWarehouse OperationsReceiving Function (inbound)Unload Inspect Put AwayStorageFunctionShipping Function (order fulfillment)Load Pack Order PickStorageFunctionStorageFunction169。 2023 Geia TechBut in a dynamic world …? Can’t pare over time? Can’t pare across locations? Can’t pare to other paniesAt least not without a lot of additional explanatory data and information!169。 2023 Geia TechINPUTS OUTPUTSONEPERFORMANCE INDEXData Envelopment AnalysisResources ServicesActivities169。 2023 Geia TechSystem Efficiency ConceptResource/InputProduction/OutputOBASystem efficiency of warehouse B is the ratioOAOB169。 2023 Geia TechInput/Output Specification(the Frazelle/Hackman model)EfficiencyWarehouseLines ShippedStorage FunctionAccumulationTotal StaffingEquipment “Replacement” CostWarehouse area169。 2023 Geia TechExperience? Existing database– More than 150 warehouses– Not segmented by industry (yet)– No “descriptive” data to use for segmenting– Can segment based on inputs and outputs169。 2023 Geia Tech169。 2023 Geia Tech169。 2023 Geia TechOutput Segmentation? broken case: 49? full case: 32? pallet: 13? mix: 65? total: 159169。 2023 Geia TechPick Rate for Broken Case PickingAve = 17SD = 27169。 2023 Geia TechPallet, Input Efficiency Compared to all (13/159)169。 2023 Geia TechMixed, Input Efficiency Compared Within (65/65)169。 2023 Geia TechMany Opportunities to Improve the Benchmarking Tool? Enhance the basi