This paper presents the architectural process and products that are being employed in an ongoing multidisciplinary research in anesthesiology. The project’s goal is to develop a new data representation technology to visualize physiologic information in real time. Using physiologic data, 3-D objects are generated in digital space that represent physiologic changes and show functional relationships that aid in the detection, diagnosis, and treatment of critical events. Preliminary testing results show statistically significant reduction in detection times. The research outcome, potential, and the NIH grant supporting the team’s scientific methods demonstrate the contributions that architecture offers to the growing field of data visualization.