With financial investments, there are two ends of the spectrum—tangible assets and arbitrary contractual claims. Various well-known products live on the spectrum between them, and over its life-cycle, a trade can move from one end to the other. Very different modeling and analytics are needed for these two worlds, and modern regulatory requirements add additional complexity and the need to handle