Maternal morbidity and mortality continues to be a significant patient safety problem. This mixed-methods study identified system-level factors affecting registered nurses during care of people in labor experiencing clinical deterioration. Task overload, missing or inadequate tools and technology, and a crowded physical environment were all identified as performance obstacles. Improving nurse workload and involving nurses in the redesign of tools and technology could provide a meaningful way to reduce maternal morbidity.