Projects daily ER and ward patient volume across the week and converts it into a recommended nurse roster — so staffing tracks expected demand instead of a flat weekly pattern.
Adjust baseline volume, weekend effect and target ratio and the agent recalculates the week's staffing plan instantly.
| 1. Pull historical volume | Reads admissions and ER arrivals by day-of-week and season from the hospital's patient flow system. |
| 2. Project the week ahead | Blends day-of-week patterns with seasonal loading — such as flu season — to forecast daily patient volume. |
| 3. Convert to staffing | Applies the unit's target nurse-to-patient ratio to recommend nurses per shift, day by day. |
| 4. Hand off | Publishes the recommended roster for approval, and flags shifts where fixed staffing would fall short of the target ratio. |