1. A system for verifying virtual machine (VM) data files, comprising: a data conversion engine configured to translate selected portions of an image level backup file to extract contents of the selected portions, and to represent the extracted contents to a hypervisor in a native format; and an application verification module configured to test an Operating System (OS) or an application associated with a VM launched using the extracted contents.