Apply and Commit: Set Human Review Thresholds

Set one human-review threshold for a high-consequence AI transport workflow. Use a real workflow such as route resequencing, carrier tendering, customer ETA messaging, yard alerts, or delivery exception closure. For [AI workflow], human review is required when [consequence class], [confidence/data threshold], or [exception trigger] is present. The reviewer is [role]. The review must record [decision], [reason code], and [follow-up action]. In 3 days, check whether the threshold was written, shared, and tied to an owner. A carrier-tendering AI that recommends automatic assignment for fragile, regulated, or high-value shipments. A route resequencing AI that may affect refrigerated deliveries, medical pickups, or…

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