The last few partnerships taught a useful lesson around data analytics, predictive models, and reporting. Out of 8 recent conversations, only 4 moved beyond the idea stage. The ones that worked had clear roles, faster follow-through, and fewer vanity meetings. Now looking for a business partner in United States focused on execution and shared targets. Fast follow-through will matter here.