It is frequently difficult to generate multiple separate instances of a complex system. It is also difficult to restore the data state of these instances to a known state. Embodiments simplify the process by classifying the complex system under test in terms of its state components and service, by creating a new instance for testing, and by using copy-on write approaches to restore that new instance to the desired known state.