Embodiments relate to systems and methods for generating exportable encoded identifications of networked machines based on installed package profiles. A physical or virtual client machine can host a set of installed software packages, including operating system, application, and/or other software. A package manager tracks the set of installed packages and updates available for the installed set. The package manager can be configured to capture an inventory of the installed packages, and generate an encoded identification of the entire package complement and/or selected subsets of those packages. In aspects, the encoded identification can be based on a set of attributes of the installed packages and/or their constituent files, such as file names, version numbers, size, and/or other attributes. The encoded identification for the client machine can be transmitted to one or more remote management platforms, such as package servers, network management servers, or others for remote operations on the client machine.