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Software tools for business model development hold great promise for supporting business model innovation, but nonetheless, virtually no design-relevant knowledge exists concerning the functions that such tools should possess. As a result, practitioners lack guidance for choosing software tools, and researchers lack a foundation for advancing knowledge on these tools in a cumulative way. To address these issues, we synthesize knowledge from research on software tools for business model development and adjacent fields with the results of an analysis of 24 software tools from practice. Our contribution is threefold. First, we provide a comprehensive taxonomy that identifies 43 characteristic functions of software-based business model development tools. Second, we provide a classification of existing software tools for the taxonomy and, on this basis, third, we derive an agenda for future research. We …