Disclosed are some examples of systems, apparatus, methods and storage media for automated device management, and more specifically, for detecting exceptions in devices and facilitating workflows to resolve the exceptions. In one innovative aspect, a database system is configurable to maintain at least one knowledge database storing a plurality of prescriptions, each prescription defining a respective action-oriented workflow for one or more exceptions. The system is further configurable to receive device data associated with the devices, analyze the received device data, and detect occurrences of exceptions based on the analysis. The system is further configurable to determine whether the knowledge base includes a prescription for a detected exception, and responsive to a determination that the knowledge base includes a prescription for the detected exception, trigger a first workflow for remedying the detected exception based on the prescription.