This paper examines the increased business challenges in structured finance, the impact on the underlying enabling technologies, and describes how the use of Vertica’s column store, massively parallel processing (MPP) approach to database management and analytic processing can address some of these challenges. This paper also examines how two organizations, Tilden Park Capital Management and Intex Solutions, are using Vertica to successfully address these challenges.