Ranked first in analysis quantity amongst U.S. analysis universities, the College of Michigan Ann Arbor (UMich) acquired US$893 million in federal grants. One in every of its analysis facilities is the Heart on Finance, Regulation and Coverage, a multidisciplinary fintech collaboration. UMich has hosted a number of initiatives together with the Michigan Ross FinTech Initiative, Tech 2022 Fintech Problem, and Fintech Problem 2019.