Systems and methods of robotic process automation system for negotiation are disclosed. An example system for negotiating refinancing of a loan includes a data collection and monitoring circuit for collecting a training set of interactions between entities for at least one loan refinancing activity; an automated loan classification circuit that is trained on the training set of interactions to classify at least one loan refinancing action; and a robotic process automation circuit that is trained on a plurality of loan refinancing actions classified by the automated loan classification circuit and a plurality of loan refinancing outcomes to undertake a loan refinancing activity on behalf of a party to a loan.