Demand-shaping opportunity discovery

Good operations intelligence narrows attention to the few choices that can change service, cost or risk. Here we look at demand-shaping opportunity discovery through that practical lens.

Practitioner lens

A useful design for demand-shaping opportunity discovery distinguishes an unusual data point from a real change in the operating environment. Keep the evidence and the chosen response visible.

First experiment

Select one product group or lane, compare a short historical baseline and log recommendations before acting.

This is an original educational brief. It is a starting point for discussion, not a claim that one technique fits every supply chain.