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The purpose of this chapter is to contribute to the theory building of transformative university by delivering two conceptual models for legitimizing entrepreneurial university with a transformative role in quadruple helix for sustainability governance structures as being nominated as “responsible facilitator.” This chapter draws many theoretical insights sourced from Entrepreneurial University (Etzkowitz, 1988), Institutional Theory (Scott, 1987), quadruple/quintuple helix (Carayannis & Campbell, 2009a, b) and Responsible Innovation (Owen, Macnaghten, & Stilgoe, 2012) in order to frame the resulting conceptual models of transformative university for sustainability and quadruple helix for sustainability governance. The conceptual models offer a new paradigm discussion for the changing role of universities in knowledge economy and opens up for further investigation of quadruple helix actors namely as transformative university, society, industry and government for strategic capital, social capital, economic capital and culture–human capital interventions in sustainability governance. The second model illustrates the key interventions of quadruple helix actors in four pillars of capital delivering concrete examples of activities. The originality of this chapter lies in its discourse articulating a multilayered approach for the institutionalization of entrepreneurial university embedded in a responsible innovation ecosystem based on individual, organizational and macro-level perspectives. Quadruple helix actors are nominated as “responsible facilitator,” “hybrid hub,” “agile regulator” and “pressure beneficiary” roles for their relevant place in sustainability governance structure.