Forecasting promotional demand is necessary in order to allocate the correct amount of stock. However, time-series forecasting models are typically not a good fit to address pricing-related demand patterns. More complex machine learning forecasting models are needed to properly take into account past promotions, and to reflect the upcoming impact of those that are planned.

Forecasting Promotions

Quantitative supply chains are the future: where every possible future gets a probability, where every possible decision gets an economic score, and where control is given back to management thanks to extensive automation. Lokad's goal is to make this future a reality. We help companies do more with their supply chains, their inventories and their production capacities than classical methods would ever allow.

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Forecasting Promotions

Forecasting Promotions