This document proposes an autonomic management framework to address challenges in IT service management. It discusses concepts like autonomic computing and the ITIL framework for IT service management. It then proposes a software framework for a sensor and actuator layer that would enable generation, deployment, discovery and management of sensors and actuators. This would help automate monitoring, control and management of complex IT systems and services in line with business policies.