Recent research focus on the constitutive role of communication in shaping organizing processes within the research field of organizational communication. We present results from a project undertaken in a Swedish municipality, which highlights the role of communication, and key communication factors for sustainable organizing. We provide our conclusions on how organizational leaders and members communicate when shaping creative and healthy organizations.