This paper highlights the need for intrinsic selfmanagement for next generation computing to combat the inherent complexity involved in the sheer scale of pervasive devices and connectivity. Through emerging lessons from a deployed Biometric Identification andTracking System the recommendation from current available technologies is to utilize autonomic agents to provide the future requirements for self-management.