Beyond the perfect order: AI planning must define what good means

AI planning systems can optimize rapidly, but optimization is only useful when the objective reflects enterprise trade-offs. Service, margin, inventory, capacity and strategic customer priorities can conflict. The practical challenge is therefore to encode what a good decision means before increasing decision velocity.