Patient journey — actual vs target stackstage-by-stage, min
Hourly arrivals, avg LOS & staffingdoctors, nurses, triage nurses
90-day LOS trend — Apr to Jun 2026target 156 min - - -
ED volume — average per day of weekvisits/day, Apr–Jun 2026
Breach rates — actual vs target% of visits, target marked ▲
ED-to-Inpatient Bed ≤180 min% compliance, target marked ▲
Diagnostic TAT — off-peak vs peakminutes, target marked ▲
Patient experience scores1–5 scale, target marked ▲
S
Sondi — ED Insights & Staffing Forecast
AI-powered · Synthetic Data
Hi, I'm Sondi. Ask me about the ED's performance and bottlenecks, or ask a predictive staffing question like "How many nurses at 3pm?"
Synthetic dataset — demo data — 200 sample rows from 27,707 total visits. Apr–Jun 2026.
| Visit ID | Date | Day | Shift | Arrival | Triage | Description | Complaint | Zone | Door→Reg | Reg Dur | Reg→Triage | Triage Dur | Triage→Doc | Doc Assess | Lab TAT | Img TAT | Result→Disp | Disp→Depart | Total LOS | Disposition | Satisfaction | LOS >240 | Triage Breach | Doc Breach | Age | Gender | Insurance | Bypass |
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