After 6 cooperation attempts in data analytics, predictive models, and reporting, one lesson kept repeating: the best outcomes came from complementary strengths and faster execution. Proposing a partnership in United States built around clear targets, mutual accountability, and work that can scale. Priority now is a cleaner handoff. Cycle 1.