Retail Demand Forecasting

Google's TimesFM-3 reads promotion schedules in one forward pass

Google's new forecaster is 330m parameters trained on a trillion time points. In zero-shot multivariate mode it anticipates a 20% promotion lift that a univariate model misses. That is most of what an in-house demand model does.