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KDS Global, LLC. is a silicon valley based TechFin company specializing in the big Artificial Intelligence (AI) data engine driven prepayment analytics for the agency Mortgage-Backed Securities (MBS) market and investors. KDS manages the complete spectrum of agency MBS investments which comprise of 1.3+ million constituents securities, Pass-Through (PT) and Structured Derivative Products (SDP), for sellers, buyers, and market participants within the $6T primary and secondary capital markets. We use our patented UBiquitous linear sorted order indeXing engine(UBX™) matrix computing AI data engine to deconvolute a 1037 sparse matrix of combinatorial permutations, consisting of non-linear collateral characteristic interactions derived from 150 million constituents of agency loans, which were originated, securitized and serviced dating as far back as 1984 (the largest data set available in the market). We are using our daily real-time updated agency prepayment scores to power our patented TBA INDEX RETURN and SPECIFIED POOL INDEX RETURN . Furthermore, our Structured Cashflow Waterfall (SCW) engine and vectors are used to calculate SDP pool-level or tranche-level pricing analytics for post-trading and deep-learning adaptive feedback analysis.