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The idea of collaborative governance is gaining popularity. However, how can it be truly collaborative? Decision-making systems with diverse stakeholders must deal with different positions, roles, interests, missions, observations, and values. The co P·R·I·M·O·V (Position, Role, Interest, Mission, Observation, Values) bioethics tool aims to improve the practice of sustainable, collaborative, and democratic development of technosocial initiatives through its user-friendly format for professional ethicists. The tool follows the logic of Conflict of Interest (CoI) analysis used in organizational ethics frameworks. CoI, as an analytical unit in ethics, allows the anticipation and management of problems that may compromise the short- and long-term activities of a program and its governance. This tool was built on a case study for the implementation of monitoring of antibiotic use in animal health in Quebec, Canada. The use of this bioethics tool is strategic and can help negotiate positions and thus co-construct a common frame of reference between the stakeholders in view of a collaborative governance favoring cooperation.