A method for analyzing and resolving problems in a process server is disclosed herein. In one embodiment, such a method may include receiving a log file associated with an application running on the process server. The application may be made up of higher-level service component artifacts, and lower-level implementation artifacts used to implement the higher-level service component artifacts. The method may further include identifying error messages in the log file and determining which implementation artifacts are associated with the error messages. The method may further include mapping the implementation artifacts to service component artifacts associated with the implementation artifacts. The error messages may then be displayed along with their relationship to the service component artifacts. A corresponding apparatus and computer program product are also disclosed and claimed herein.