Abstract: Systems and methods for monitoring components of a manufacturing application system (e.g., MES or MOM) with respect to application-specific metrics is provided. The MES may include software or a computer system used to monitor, control, and log processes employed to transform raw materials to products in an industrial automation system. The industrial automation system may include a monitoring system that receive a first set of data associated with application-specific metrics corresponding to the manufacturing application system as well as a second set of data from components associated with the manufacturing application system. The monitoring system may store a third set of data, in which the second set of data is organized with respect to the first set of data in a database.