Systems and methods for migrating application functionality using advanced computational models for data analysis and automated processing

Abstract

Systems, computer program products, and methods are described herein for migrating application functionality using advanced computational models for data analysis and automated processing. The present disclosure is configured to receive, via a learning agent, a transaction incident associated with a source application in a transaction, wherein the transaction comprises one or more applications, and wherein the learning agent comprises learning the applications' functionality; determine, using a real time incident listener, a scope of the transaction incident; access an application inventory to determine a target application, wherein the application inventory comprises a database of applications, and wherein the database of applications is associated with an entity that is associated with the system; generate, using a script generator, a script, wherein the script comprises a source function associated with the source application; deploy the script to the target application; and monitor the target application with a federated learning module.