A method includes monitoring unstructured data related to a configuration item in a relevant source, analyzing the data using a natural language processing system, and determining that the configuration item has an event wherein the configuration item is to be maintained in response to the analysis of the data. The method also includes designating that the configuration item is in a maintenance mode and suppressing alerts related to the configuration item while the configuration item is in the maintenance mode.