Automated classification and time-based relevancy prioritization of electronic messages is provided. An electronic mail item is parsed for identifying and extracting attributes for classifying the electronic message and for identifying time-sensitivity associated with the electronic message, and enriched with metadata identifying the classification and the associated time-sensitivity for displaying the electronic message based on the classification and based on relevancy to a receiving user based on the time-sensitivity.