With non-white borrowers continuing to receive a lower percentage of capital for homes and businesses, Ocrolus executive David Snitkof has co-authored a study by New York University Professor Sabrina Howell on automation in small business lending. For the study, Ocrolus contributed data it compiled while handling document automation for the COVID-19 pandemic under the Paycheck Protection Program (PPP).