A method is provided for analyzing the semantic content of network configuration files, comprising the steps of accessing configuration files associated with corresponding network components, the files containing commands that define the configuration of those components; transforming the commands into a structural database based, at least in part, on a non-grammatical analysis of the commands, wherein the structure of the commands is represented as the structural database; and constructing a semantic database of the configuration files by querying the structural database.