Systems and methods are disclosed with respect to using a blockchain for managing the subrogation claim process related to a vehicle collision, in particular, utilizing machine learning generated subrogation resolutions as part of the subrogation process. An exemplary computer-implemented method includes monitoring transactions on a distributed ledger, identifying a transaction related to a subrogation claim, analyzing the transaction related to the subrogation claim, generating a recommended subrogation resolution using a machine learning algorithm, and transmitting a transaction including the recommended subrogation resolution to a smart contract stored on the distributed ledger.