Embodiments relate to systems and methods for generating a reverse installation file for network restoration. A set of managed machines, such as personal computers or servers, can be managed by a network management engine communicating with the machines via a secure channel. The network management engine can scan the managed network for kickstart, or provisioning answer files, that were used to install software to network nodes at a prior time. The network management engine can access the original kickstart file, and update that file to reflect a current state of the associated machine by inserting user-supplied updates, storage configuration updates, security credentials, and/or other data. Upon a crash or other malfunction of the associated machine, the network management platform can access the reverse kickstart file and generate a restoration of that node to a current state from the reverse kickstart data.