Remove DC Remove Forecasting Remove Inventory
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Cracking the Code for AI in the DC

Logistics Viewpoints

There’s a new reason to optimize DC operations, and it’s bigger than the old reasons of productivity and efficiency gains. More and more companies are realizing that investing in their DCs and powering them with modern and sophisticated technologies like AI can lead to competitive advantages for the overall company. Dynamic Slotting.

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Probabilistic Forecasting Can Extend the Life of SAP APO

ToolsGroup

Since the beginning of time – OK, since the beginning of demand forecasting the standard approach has been a single number forecast that works relatively well with stable high volume demand. Traditional forecasting tools such as SAP APO, designed 25 years ago or more, generally hold their own in this environment. Under the Hood.

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A New Decade: Give Science A Chance

Supply Chain Shaman

Only four percent of companies compared to their peer groups improved balance sheet performance of growth, operating margin, and inventory turns. When compared to pre-recession years, we ended the decade with twenty more days of inventory. Days of Inventory Comparison. So, I asked the questions, “Is your data forecastable?

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Things Have Changed: What Do We Do NOW?

Supply Chain Shaman

This week I interviewed Robert Byrne, Founder of Terra Technology , on the results of their fourth benchmarking study on forecasting excellence. The work done by Terra Technology, in my opinion, is one of two accurate sources of benchmark data on forecasting in the industry. The other is Chainalytics demand benchmarking.

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Companies Improve their Supply Chains with Artificial Intelligence

Logistics Viewpoints

Machine Learning, a Form of Artifical Intelligence, Has Feedback Loops that Improve Forecasting. A supply chain planning model learns when the planning application takes an output, like a forecast, observes the accuracy of the output, and then updates its own model so that better outputs will occur in the future.

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Is Inventory Optimization a Key to Omnichannel Survival?

ToolsGroup

Industry analysts have pointed out an obvious fit with inventory optimization. If retailers optimize their inventory—dynamically aligning their supply chains to changing customer preferences and behavior—they can position inventory to satisfy demand at the lowest possible cost.

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What are Digital Twins and How Can They Drive Warehouse Efficiency?

Logistics Viewpoints

In the warehouse context, a digital twin can be created to represent the physical layout, inventory, equipment, and workflows of a warehouse. Inventory management Another area where digital twins can be beneficial is inventory management. As a suggestion, perhaps the WMS can be an initial digital twin for the DC.

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