Turn a detention-prediction idea into a problem statement, root cause, countermeasure, and result metric.
Detention charges at North Dock 4 rose by $42,000 last month, but the proposed AI predictor will only create value if it changes a decision before free time expires. A3: current condition → root cause → countermeasure → follow-up metric The common trap is building a risk score that arrives after the planner can still prevent detention, creating a dashboard of bad news instead of an operating countermeasure. Current condition Segment detention by dock, carrier, appointment band, freight type, and free-time breach point. The team needs to see the pattern before modeling. Averages hide whether detention is caused by carrier…
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