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AI-FOR-LOGISTICS5 MIN READ

Sort AI Logistics Signals by Readiness

Sort logistics data signals into modeling-readiness buckets.

Sort each logistics signal by whether it is ready for modeling now, needs cleanup/instrumentation, or should remain human context for the moment. Ready for model feature Needs cleanup or instrumentation Keep as human context for now Carrier GPS ping age in minutes with reliable timestamp EDI pickup appointment status from standardized carrier feed Free-text driver note: "dock looked backed up" Receiver close time typed differently by each region Weather alert code available before dispatch cutoff Customer escalation email received after the late delivery Detention reason code with 38% blank values Planner confidence rating captured in a new optional field

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