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Get Started Using Machine Learning for New Product Forecasting

ToolsGroup

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. Machine learning (ML) provides an effective weapon for your new product forecasting arsenal. Why is new product forecasting important?

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Baby Formula Deficit: Unfortunate Lessons in Demand Forecasting

Logility

The need for more resilient supply chains and better demand forecasting was becoming more essential. With the rise of companies looking to implement AI into their supply chains, more accurate forecasts are within reach. What is Driver-Based Forecasting for Demand Planning? But how did we get here in the first place?

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4 Steps to Skyrocket Your Demand Forecasting Accuracy

Logility

In the intricate world of supply chain management, the accuracy of demand forecasting often serves as the cornerstone of business growth. Yet, despite its significance, demand forecasting continues to be a thorny issue for many businesses, particularly manufacturers. What is Demand Forecasting Accuracy? Let’s get started!

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Trade promotion forecasting: the present and the near future

ToolsGroup

Trade promotion forecasting is difficult: getting it right involves factoring in many variables. Forecasting demand data, not so much. To do this, the first hurdle is creating a good statistical baseline forecast. To do this, the first hurdle is creating a good statistical baseline forecast.

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Weather Permitting: How to Use Weather Data in Retail Forecasting

ToolsGroup

Despite knowing all this, too many retailers ignore the impact of weather and this adds error to plans and demand forecasts. And even though meteorology has come a long way, weather is a notoriously fickle and uncontrollable factor, and no forecaster can reliably predict it beyond the next few weeks. It all evens out in the end.

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Big Data: A Valuable Forecast Tool to Future-Proof Supply Chains

Logility

Now that businesses have better access to predictive forecasting technologies that leverage data from the past and present, such a one-sided approach to forecasting, analytics, reporting, and planning is no longer justifiable. This then translates into fewer lost sales and lowering product unavailability by up to 65%.

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Essential Guide for Demand Forecasting in 2024

ThroughPut

Demand forecasting is a critical component of supply chain management, especially in the complex and unpredictable market landscape of 2024. Accurate forecasts are essential for maintaining inventory balance, ensuring customer satisfaction, and achieving financial stability. What is Demand Forecasting?