Innovation and Digitisation in Credit: A Global Perspective
Alex LaPlante and Charlotte Watson
Foreword
Introduction
An Exploration of the Evolution of Risk: Past, Present and Future
Risk Trading, Risky Debt and Financial Stability
Skating on Thinner Ice: A Macroeconomic Outlook at the End of the Credit Cycle
Climate Change: Managing a New Financial Risk
The Quest to Save Risk-Weighted Assets
The Evolution of the CLO Market since the Global Financial Crisis and a Valuation Approach for CLO Tranches
Homo Ex Machina: Finance Rebooted
Innovation and Digitisation in Credit: A Global Perspective
The Lending Revolution: How Digital Credit Is Changing Banks from the Inside
Digital Lending in Asia: Disruption and Continuity
Digitisation and Automation in Commercial Lending: Disruption without Distraction
Credit Risk Management in the Era of Big Data: From Measurement to Insight
Artificial Intelligence and Machine Learning in Credit Risk Analytics: Present, Past and Future
Integrated Loan Portfolio Modelling and Risk Management
The Role of Banks in Illiquid Credit Markets, and the Disruption and Evolution of Credit Portfolio Management
Epilogue
Digitisation and other forms of technological innovation have dramatically changed credit markets around the world, creating opportunities for consumers and new market participants but challenges for traditional financial institutions and regulators. In this chapter, we survey the growth trends of peer-to-peer (P2P) and other forms of alternative lending that have been enabled by digitisation, draw on a wide range of sources to provide a comprehensive overview of the global digital lending landscape, comparing and contrasting the major digital lending markets around the world, and review how regulators in these markets have responded to this new paradigm. We also discuss the role of user experience digitisation in driving growth in alternative lending, explore promising applications of new technologies such as machine learning and blockchain to lending and highlight the risks that these developments pose for consumers, firms and regulatory agencies.
INTRODUCTION
Digitisation has changed the game. It has fundamentally transformed how we engage with each other and do business, and has rewritten the rules of competition. Pair it with technological innovations such as big data
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