Transitioning to an autonomic business (AB) model necessitates the development of new organizational capabilities while also presenting a unique set of challenges. As a technology-driven transformation, AB does not occur in isolation; rather, it builds upon existing competencies and previously established frameworks. This chapter elaborates further on the enterprise technical and operational capabilities required to underpin AB and highlights the potential challenges in their development, providing guidelines on how to mitigate them..