A technique is provided for detecting and responding to serviceable conditions in systems. Following detection of an indicator of a serviceable condition, a service request is generated and transmitted to a service provider. The requests results in consultation of a service knowledge base that contains information on the indicators, potential causes or conditions that could result in the indicators, and responses to the conditions. Responses may then be generated automatically for satisfying the service requests.