A segmentation server enables user-based management of a segmentation policy. Administrators belonging to different user groups may have different limited visibility into traffic flows controlled by the segmentation policy and may be assigned different privileges with respect to viewing, creating, and modifying rules of the segmentation policy. Thus, the burden of administering the segmentation policy may be distributed between administrators associated with different user groups that each may have responsibility for a different segment.