A system, process, and computer-readable medium for processing received files across different cloud-based platforms is disclosed. A process may include selecting a first cloud-based processing system of multiple cloud-based processing systems, serializing the file, and sending the file to the selected cloud-based processing system. If the selected cloud-based processing system does not complete processing of the first file within a time threshold, the process may select a second cloud-based processing system and send the first file to that selected second cloud-based processing system. The method may further comprise a library of cloud-specific software migration operations. General functions to be run on cloud-based processing systems may be translated into platform-specific functions to be run in a specific cloud-based processing system.