There is no standard for data sharing between banks and fintechs which often results in screen scraping; this leads to concerns around data security and is also an inefficient way to gather data; the Financial Services Information Sharing and Analysis Center released an updated version of their recommendations around data sharing called the Durable Data API specification; this could eventually become the standard adopted by the industry; American Banker compares this to PSD2 in the UK and shares more about the new specification. Source
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The Federal Reserve has released a report titled "Small Business Credit Survey Report on Startup Firms" with findings based on the 2016 Small Business Credit Survey which surveyed companies less than five years old with more than one and fewer than 500 employees; findings show that these companies face greater funding challenges than mature companies; report compares financing statistics of startups and mature companies; also reports on sources of funds noting that medium to high credit risk startups were more likely to apply for loans from online lenders and only 11% of low credit risk startups sought online loan financing. Source