Optimization Modeling Procurement Analytics Warehousing 
Logistics Viewpoints
MAY 11, 2023
The concept of digital twins has emerged as a powerful foundational tool to drive improvements in warehouse productivity and efficiency. In the warehouse context, a digital twin can be created to represent the physical layout, inventory, equipment, and workflows of a warehouse. Physical change (i.e.,
The Logistics & Supply Chain Management Society
FEBRUARY 15, 2021
Manufacturers can gather valuable granular data such as the time an item spent in storage, at what temperature, how long it took to sell, the length of time between purchase and fulfillment and how long it spent in transport. Robotics enabled with AI and ML augment the work of humans in warehouses and distribution centers. trillion.
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Supply Chain Shaman
JANUARY 2, 2023
In traditional advanced planning applications (APS) for a manufacturing company, the forecasting model’s role is to generate a time-series forecast in the tactical horizon (outside of lead time). (An In traditional planning taxonomies, the tactical forecast is modeled, and the operational signal is calculated using consumption logic.
GlobalTranz
SEPTEMBER 23, 2021
Fewer labor resources are available to meet the rising demand in both the warehouse and in transit. ? Talent shortages, especially limited drivers, will exacerbate the capacity crunch and result in shortages across warehousing and transportation simultaneously.? . Increasing fuel costs also play into the available capacity woes.?
Supply Chain Shaman
JULY 23, 2023
(I never republished the report, because not enough has changed to warrant it.) The report centers on the concept of moving from inside-out to outside-in technologies. Why is there a discontinuous line on the model?” This model reminds me of a snail. Here I write about what I hope that he learns.
Logility
MARCH 6, 2020
Machine Learning for demand forecasting has matured to a level of accuracy, transparency and replicability that translates into transformative results, including in these five areas: Accuracy, transparency, thoroughness of analytical options and results.
Supply Chain Shaman
NOVEMBER 29, 2021
Shippers pushed cost and waste backward in the supply chain. There is no planning model in traditional solutions that recognizes a logistics bottleneck and drives bi-directional orchestration across source, make and deliver. The news reports symptoms, not root causes. Changing Analytic Capabilities. Full Warehouses.
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