This paper addresses the challenge to the current financial regulatory regime from fintech firms and data-driven financial service providers. The authors consider new regulatory approaches and propose a a new type of regulatory supervision called ‘smart’ regulation and provides a roadmap to become digitized, and then build digitally-smart regulation. 23 Fordham Journal of Corporate and Financial Law 31-103 (2017)