The novel opens with plant manager Alex Rogo facing an ultimatum: turn around his consistently underperforming factory within three months, or watch it be shut down. Every conventional efficiency measure his team has tried has failed to meaningfully improve the plant's actual output, leaving Alex desperate for a genuinely different approach.