The task
Build the day’s load plan from the order book, then reroute it live when a driver runs out of hours and a dock appointment slips.
Proposed by PIG-DemoRank 6 of 12In the first set
Logistics Load & Reroute
Who it is for
VP of Transportation
Cost per load and on-time delivery move in opposite directions, and my planners choose between them every hour without writing down why.
The reward
Pays landed cost per load and on-time-in-full against the receiver’s appointment window. Both, together, because either one alone is trivially gamed.
The counterweight
Hours-of-service, weight and appointment windows are hard constraints. A cheaper plan that puts a driver over their clock is not a cheaper plan; that leg scores zero and the saving disappears with it.
The counterweight is the part worth arguing about. A reward with nothing pulling against it is a target, and a target is what a model learns to hit instead of doing the job.
What exists today
Nothing. There is no environment for this vertical, no recorded run, and no number. It is a proposal, written to the same shape as the one that is built so you can judge it on the same terms.
The environment that does exist is Word Five. It is a word game, and it is deliberately not one of these twelve: it is there to show the machinery, not to imply we have built yours.