Data sources
5 / 7
healthy pipelines
AI models · prod
12
3 in shadow · 1 dev
Open alerts
1
1 critical
Stream latency p95
1.4s
EHR · Facilities · Sec
Avg model AUC
0.86
across 13 supervised
P-01
Patient Flow
line+gauge· 5s· dynamic pts
COOCharge RN
P-02
Waiting Times
bar· 10s· 50 pts
COOTriage
P-03
OR Occupancy
heatmap· 15s· dynamic pts
OR Director
P-04
Emergency Load
line· 5s· 100 pts
ED Chief
P-05
ICU Capacity
donut+gauge· 30s· 10 pts
ICU
P-06
Energy Usage
line· 60s· 100 pts
Facilities
P-07
Equipment Status
tree_map· 30s· 50 pts
Biomed
P-08
Maintenance Alerts
bar· 60s· dynamic pts
Facilities
P-09
Financial KPIs
gauge+line· 300s· 10 pts
CFO
P-10
Staff Availability
bar+heatmap· 60s· 50 pts
Workforce
P-11
Villa Occupancy
donut· 300s· dynamic pts
Hospitality
P-12
Marketing ROI
funnel· 600s· 10 pts
CMO
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