Systems and methods provide for autonomic collaborative workspace creation. Patterns of artifact usage for a plurality of workspaces over a plurality of collaborative interactions may be determined. Some of the multitude of collaborative interactions may be between a subset of the plurality of workspaces. A workspace may be initialized with artifacts for a scheduled collaboration based on the patterns of artifact usage.