CareQueue
AI-driven outpatient scheduling & resource optimization — real-time queue intelligence
Avg wait time
34 min
↓ 28% vs FIFO baseline
Active queue depth
12
↓ 5 from baseline
Resource utilization
81%
↑ 14% efficiency gain
Throughput / hr
47
↑ 11 patients/hr
Wait time — baseline vs AI optimized (minutes)
FIFO Baseline
AI Optimized
Live patient queue
Department allocation
Arrivals vs capacity (hourly)
AI model performance
MedAssist
Privacy-first voice-driven medication adherence — elderly patient companion
Weekly adherence
87%
↑ 31% vs no-assistant
Doses today
3 / 5
2 upcoming
Missed this week
1
↓ 4 vs last week
Caregiver alerts sent
2
Today
Today's medication schedule
Weekly adherence chart
Caregiver alerts
Missed afternoon dose
Atorvastatin 20mg — 1:00 PM today · SMS sent to caregiver
Refill reminder
Metformin 500mg — 3 days supply remaining
Voice assistant — interaction log
Voice assistant ACTIVE
On-device · Private
30-day adherence heatmap
Less
More
Post-Op Remote Monitor
Wearable-driven recovery analytics with predictive deterioration modeling
Recovery score
76/100
↑ 8 pts this week
Risk level
Medium
Day 4 post-op
Active alerts
2
↑ Requires review
Data points (24hr)
1,440
Every 60 seconds
SK
Suresh Kumar
Heart rate
82
bpm
Normal
SpO2
96
%
Borderline
Temperature
37.8
°C
Elevated
Steps today
1,240
steps
On target
Sleep score
62
/100
Fair
Pain log
4
/10
Moderate
24-hour heart rate & SpO2
Active alerts
Elevated temperature — 37.8°C
Sustained 6+ hrs · Possible early infection · Notify surgeon
SpO2 declining trend
3 consecutive readings below 97% · Monitor breathing
Mobility improving
Step count ↑ 22% vs yesterday · Physio target on track
Readmission risk (7-day)
Patient list
Scenario Simulator
Adjust parameters and see real-time impact on hospital operations
Queue simulation parameters
Simulated outcomes
Predicted avg wait
--
--
Queue saturation
--
--
Staff utilization
--
--
Throughput / hr
--
--
Wait time distribution — simulation result
System Analytics
Cross-module performance overview — last 30 days
Total patients served
4,821
↑ 18% vs last month
Avg adherence rate
84%
↑ 29% with MedAssist
Readmissions prevented
37
↓ 42% readmission rate
Cost savings (est.)
₹2.1M
Efficiency gains
Monthly patient flow
Department wait time improvement
Medication adherence by category
Post-op risk flags triggered
AI model accuracy
Queue priority prediction94%
No-show prediction89%
Adherence risk detection91%
Deterioration forecast82%
Readmission prediction87%