The weekly plans come from a CP-SAT solver, with 99.5% of 26,018 weekly plans proven optimal and a median solve time of 8 milliseconds; each weekly plan requires a named coordinator's sign-off before dispatch, and the solver optimizes cost and breakdown days but refuses to sacrifice urgency order.