This article describes the experience of one hospital in eastern Massachusetts implementing rapid response capabilities in an innovative, hybrid acute care-intensive care unit. Health system leadership used failure modes and effect analysis, process mapping, and on-site walkthroughs to identify potential hazards and opportunities for risk mitigation, as well as in situ simulation drills to facilitate team training.