Powering Your Digital Supply Chain: Attribute-Based Forecasting – Part 5

Today, across almost every category, products have more features and attributes than those available just a few years ago. For instance, a simple kitchen cleaner is not so simple anymore; there are countless combinations to choose from when you consider the brand, fragrance types, price bands and packaging sizes. The electronics industry has similar challenges…

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Powering Your Digital Supply Chain: Forecasting Returns – Part 4

Have you ever ordered something online and then decided to return it? You’re not alone. While returns for in-store purchases average in the single digits, returns from e-commerce sales average 30%, with even higher rates in certain categories. This creates an interesting problem for both retailers and manufacturers that sell online: in addition to predicting…

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