In various embodiments, an application may automatically track the amount of time a user spends performing activities on one or more computer applications. The tracked time may be used, for example, to bill a client for the activities performed. To automatically track time for a user, a time tracking application may monitor a user's activities and store time tracking entries with the types of activities performed and the time spent performing the activities. These activity types may be correlated against billing codes.