This article examines the roles digital technologies have played in propelling the shifts in modes of financial governance which have been led by the Chinese Communist Party and enacted by a wide spectrum of regulative actors. Based on analyses of the laws, policies and regulations surrounding digital financial technologies, or so-called fintechs, as well as in-depth interviews with government officials and fintech business executives, I argue that the proliferation of fintechs challenged the existing regulatory schemes defined by the Central Bank and the State Council. This forced a reconsideration of the Chinese government's hegemonic strategies in governing the rapidly changing financial industries. While digital technologies have been promoted to accomplish the goals set by the Party for financial marketization and modernization, a set of institutions including regulatory, organizational and normative rules have been developed to strengthen the Party's control over the digitization of finance. This contradiction is pivotal to understanding the Party's financial policymaking in the digital age.