A digital manufacturing system collects data from manufacturing plants, users, applications and business processes associated with a manufacturing enterprise. Anomalies in the collected data are detected and automated actions based on rules such as affecting the operation of the machines or sending messages to responsible parties are executed. The events that occur in response to the automatic actions are logged to a data warehouse for subsequent study and analysis.