According to nearly 70 percent of leading academic economists polled by the Financial Times, the U.S. economy will tip into a recession next year. With the distressed debt warning climbing, restructuring and leveraged finance professionals should be aware of Reorg’s Restructuring Risk Index (RRRI) and how it can serve their business strategies.

The RRRI is a proprietary numerical indicator that reflects the probability of any U.S. public company filing for bankruptcy. Leveraging Machine Learning (ML) and Natural Language Processing (NLP), the RRRI classifies and extracts data from publicly available documents and press releases to identify patterns and provide a scoring mechanism to predict bankruptcy. The model is trained off of Reorg’s unique historical database of in- and out-of-court restructuring events and all public disclosures leading up to those restructuring events.

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