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The Forecasting Accuracy Bugaboo

Logistics Viewpoints

When it comes to running a company, when things break down executives have traditionally said “we need to improve our forecasting!” Would better forecasting accuracy be a good thing? Unfortunately, most companies cannot, and will never be able to, consistently rely on highly accurate forecasts. Absolutely!

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Get Started Using Machine Learning for New Product Forecasting

ToolsGroup

In fact, it’s estimated that up to 80 percent of new product launches in the consumer packaged goods (CPG) industry fail. Adding to this already uphill battle, we don’t have trustworthy new product forecasting methods because forecasting new products with no sales data is very hit-and-miss. Overall reasonably accurate forecasts.

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Supply Chain Forecasting with AI

ThroughPut

In the ever-evolving landscape of global commerce, businesses face a significant challenge: the pain of inaccurate forecasts and the relentless pace of market conditions. The agitation stems from the financial loss and operational inefficiencies accompanying these inaccurate forecasts. AI in supply chain forecasting is a game-changer.

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Demand Forecasting in an Inflationary, Supply-Constrained, Semi-Post-Pandemic Environment

Logistics Viewpoints

It is hard to believe it has been two years since I was faced with forecasting WMS and warehouse automation market growth rates in the midst of the COVID-19 pandemic. These events make accurate forecasting very difficult. I tend to use time series analysis as an anchor to my forecast, as I suspect many of you do.

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Supply Chain Forecasting with AI

ThroughPut

In the ever-evolving landscape of global commerce, businesses face a significant challenge: the pain of inaccurate forecasts and the relentless pace of market conditions. The agitation stems from the financial loss and operational inefficiencies accompanying these inaccurate forecasts. AI in supply chain forecasting is a game-changer.

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Top 20 Warehouse Automation Suppliers Worldwide

Logistics Viewpoints

ARC Advisory Group began conducting formalized research on the global warehouse automation market in 2014. billion globally, and I forecast it to grow to $9.9 Well, how often do you hear industry analysts say they underestimated a market’s growth rate? Looking back, I estimated the market in 2013 at $6.4 billion in 2019.

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The Warehouse Execution System: A New Competitive Imperative

Logistics Viewpoints

In today’s fast-paced, hyper-competitive, omni-channel world, warehouses play a critical role in maximizing service and fulfilling the ambitious customer promises that are required today. Warehouses also represent an enormous cost center. Volatile demand means warehouses need to pivot quickly when order volumes change.