Shortage impact explanations

AI can help surface patterns, but the operating design determines whether anyone can act on them. This note frames shortage impact explanations around ownership, timing and a measurable outcome.

Practitioner lens

Evaluate shortage impact explanations against a balanced scorecard: customer service, total cost, working capital and planner effort. Improvement in one measure can shift burden to another.

First experiment

Check whether source data is timely, owned and consistent across the systems that planners actually use.

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