Abstract: A system and method for transformation and rationalization of financial agreements, such as derivatives agreements such as CSA (Credit Support Annex) or commercial loan agreements and other related agreements into a knowledge graph, through the application of automation tools, for subsequent recording of such knowledge graph on a distributed ledger or blockchain network and facilitating risk management operations such as collateral and liquidity management. Non-limiting examples of such automation tools include semantic web, natural language processing, machine learning, neural network, and other automation tools.