Question

A retail operations manager wants to reduce stockouts by predicting how many units of each product the store will sell next month, based on years of historical sales data, seasonality, and promotions. A colleague suggests using a generative AI chatbot instead. Which statement best explains the most appropriate approach?

Accepted Answer

Traditional predictive machine learning is the better fit, because the goal is to forecast a numeric quantity from structured historical patterns.

Answer

Generative AI is the better fit, because it can create new sales data that never existed to fill in the forecast.

Answer

Generative AI is the better fit, because forecasting is a content-creation task like writing product descriptions.

Answer

Either approach is equivalent, since both generative and predictive models are trained on data and output numbers.