This paper attempts to explore an analogy between individual and organizational learning within experiential learning theory (ELT). The focus is on both the possibility of identifying a learning subject that learns in action, and on the genesis process behind the learning of a suggested learning subject at organizational level. The exploration uses an empirical study of a global software communication organization. The research adopts a qualitative approach, with data from three middle-management layers of a research and development (R&D) unit with 5,000 employees. During the study, shifts of emphasis occurred between two organizational logics, which required work-integrated learning. Metaphorically speaking, the organization was portrayed as "teeming with interaction", and a growing wave of change decisively altered both the thinking and work processes within the organization. The organizational learning process is theoretically understood as an "augmented intense interaction" around a specific content. The subject that learns and upholds the outcome is suggested to be the teeming activity, comprehended as a living organism. In practice, the awareness of an organization as a body that teems with interaction has potential to offer new understanding about how to manage change.