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In this essay, we address the intersection of trust and modularity in organization design. We argue that, while advanced digital technologies favor more modular organizational arrangements, contemporary trust scholarship has largely failed to adopt the network-based approach that is necessary to understand relationships in such settings. Addressing this void, the article introduces a framework that differentiates between and elaborates on within- and between-module trust dynamics. Our argument offers insights into the challenges and opportunities presented by modular designs, particularly regarding the concerns they raise surrounding trust pluralism and organizational coherence. The discussion extends to practical implications for organizational designers, suggesting strategies for navigating trust in modular organizations. We also point to recursive effects of trust on the emergence of modular structures. By advancing theoretical discussions on modularity and trust, our work serves as a foundation for future theoretical and empirical research aimed at refining the strategies organizations can employ to leverage modularity while fostering a trustworthy environment.