This document discusses using social software and communities of practice for knowledge management. It outlines how social software can help turn organizational data into competitive advantage through community-aware knowledge management. It describes how communities of practice are groups that share knowledge through participation and collaboration. Tools like the Bubble Annotation Tool and PALADIN can help foster community awareness by analyzing social networks and knowledge sharing within an organization. The document concludes by discussing developing a dashboard called DABA to help drive organizational knowledge management.