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Humans-in-the-loop forecasting: integrating data science and business planning

The Unofficial Google Data Science Blog

The ROI of human involvement When it comes to human involvement, the key difference is in the magnitude of costs associated with any one forecast cycle. This defines the ROI on the investment of human time. With those stakes and the long forecast horizon, we do not rely on a single statistical model based on historical trends.