We have used a design science approach to study the collaborative creation of conceptual models. We have designed a collaborative modeling architecture based on business needs and applicable knowledge from theory and empirical findings from a modeling study using conventional modeling. A tool for this architecture was then developed and used as an instrument to confirm the practical relevance of the approach and the validity of the employed theory.