The Future of Data Driven Finance: Financial Regulation, Data Regulation, and RegTech

Fifty years ago, banking was a relationship business. Bank managers collected information about depositors and borrowers from all sorts of sources, formal and informal. In recent decades, credit decisions have become far more data-driven, with companies like Amazon and the Alibaba-affiliate, Ant Financial, taking the lead in the U.S. and China. This paradigm shift in finance, however, is only just beginning. We are entering a period in which the leaders in finance will have to focus intensely on data and its analysis. Banks and traditional financial institutions around the world are in the process of building ever-more sophisticated IT systems … Read more

How to Regulate TechFins and Data-Based Finance

In a new research paper, we consider the impact of a group of new entrants into financial services and regulation. These new entrants include technology, e-commerce, social media, and telecommunications companies with often large pre-existing bases of non-financial services customers. These firms (loosely termed “TechFins”) may be characterized by their capacity to leverage data gathered in their primary businesses into financial services by the use of Big Data analytics, machine learning, and artificial intelligence. Initially they often act as conduits linking their customers to regulated financial firms.

China’s Alibaba with its subsidiary Ant Financial is the frontrunner, and its founder, … Read more