Predictive Intelligence

See the future of hospital demand — before it arrives

AI Model Active

+30%

189

Expected today

Emergency Cases

+16%

88%

44 of 50 beds

ICU Occupancy

+8%

92%

Night shift

Staff Workload

High

2 critical

Active Alerts

Emergency Admissions Forecast

7-day prediction with confidence interval

189

Expected today

+30%

Predicted

Actual

Confidence Range

Peak expected on Jan 7: 201 admissions (+37% vs baseline)

ICU Bed Occupancy

Forecasted occupancy rates

72%

Current occupancy

36/50

Beds occupied

Normal

High

Critical

Peak: Jan 7 at 92% (46/50 beds)

Staff Workload

Night shift capacity stress

98%

Nurse Load

Support

88%

Doctors

95%

Nurses

98%

Night shifts critically understaffed this week

Department Overview

Current capacity by department

Emergency

+12%

75%capacity

45 occupied60 total

ICU

+8%

82%capacity

41 occupied50 total

Surgery

-3%

80%capacity

28 occupied35 total

Pediatrics

+5%

73%capacity

22 occupied30 total

Cardiology

+2%

72%capacity

18 occupied25 total

Prediction Factors

Data sources driving forecasts

Historical Admissions

35%

Flu Season Index

25%

Weather (Cold Snap)

15%

Local Events

12%

Air Quality Index

13%

Model confidence: 94.2% based on historical accuracy

Proactive Alerts

Actionable insights for planning

4 Active

ICU Capacity Alert

2 hours ago

ICU occupancy projected to reach 92% on Friday. Consider activating overflow protocols.

Action:Increase ICU beds by 10% by Thursday

Staff Shortage Warning

4 hours ago

Night shifts will be understaffed during the festival week (Jan 12-15).

Action:Schedule extra nursing staff for weekend night shifts

Emergency Surge Expected

6 hours ago

Next week, emergency cases may increase by 30% due to flu season.

Action:Prepare additional emergency bay capacity

Air Quality Impact

8 hours ago

Prepare for a 20% rise in respiratory cases next week due to high pollution levels.

Action:Stock additional respiratory medications