Reverse-logistics disposition guidance

An improvement should start from a recurring operational friction, not from a model demo. This article uses reverse-logistics disposition guidance to ask where a focused pilot could remove that friction.

Practitioner lens

For reverse-logistics disposition guidance, the operating signal matters only if it arrives before the decision cutoff. Map that cutoff, the accountable role and the action that remains feasible.

First experiment

Define a human review rule for low-confidence cases and keep an auditable reason for each override.

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