AiCurio
AiCurio built what it describes as the first commercially available deep learning neural network for United States residential mortgage cash flows, predicting every monthly…
Overview
AiCurio built what it describes as the first commercially available deep learning neural network for United States residential mortgage cash flows, predicting every monthly payment at the individual loan level including principal, interest and servicing costs, which necessarily means predicting defaults and prepayments at the same granularity. The model was trained on more than 100 million loan records and several billion monthly payment records spanning 22 years, with up to 300 data elements per record, and forecasts up to 96 months ahead. Owners, servicers and investors across whole loans, servicing rights and non performing and reperforming pools use it for life of loan analysis, portfolio surveillance, loss mitigation prioritization and identifying refinance opportunities. It also operates as the engine inside other vendors' mortgage analytics products.
Details
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