Parameterized computer monitoring system

A computer monitoring system uses a set of parameterized models to gather information about monitored devices. The models include scripts for gathering information, as well as type validation and data validation functions. The parameters within the model are used to generate user interface prompts and to populate discovery scripts as well as data validation scripts. In some cases, the models may include localization settings that may customize the user interface and validation output for different languages. A processing engine may generate a user interface from the parameters defined in the models, customize the scripts from the user input, and cause the scripts to be executed. The data gathered by the scripts may be analyzed using type validation and data validation.