Marketplace lender Argon Credit has filed for Chapter 11 bankruptcy; its loan underwriting was centered around machine learning algorithms which it marketed as decisioning as a service; offered subprime loans from $2,000 to $35,000 with APRs ranging from 4.99% to 149%; in May 2015 it secured a $75 million debt funding investment from credit hedge fund, Princeton Alternative Funding; prior to that it had raised $5.05 million. Source
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Competition in the personal loan market has become quite heated since the financial crisis; banks of all sizes, and credit unions now have to compete with the likes of emerging fintech companies who have originated billions in loans; at LendIt USA 2017 Ken Lin of Credit Karma did a keynote presentation on some of the keys to success in this highly competitive market; helping to understand the trends of the last few years (higher defaults and increased APRs) can first give you a better understanding of current market conditions; the keys to success to overcome and reverse those trends are to continuously refine your underwriting models, solve real customer pain points and find a way to win on mobile; keeping ahead of the curve is not easy with so many players but making improvements to certain areas could go a long way. Source