Nurses in long-term acute care hospitals are assigned unsafe patient ratios that do not account for acuity, leading to burnout and inability to complete necessary care tasks.

Current staffing systems assign patients based on simple ratios or unit labels (e.g., IMC, med-surg) without incorporating real-time acuity data such as ventilator dependency, IV drips, or blood transfusions, leading to unsafe workloads.