See Crisis Recovery in Action
Watch how Swasthya Sentinel prevents hospital collapse during a surge event
Festival Season Surge
A major festival draws 2 million visitors. Emergency departments across 5 hospitals face unprecedented patient influx.
ICU Bed Status (20 Beds)
Ready to simulate
minutes
Baseline: 45 minutes
Baseline: 72%
When the System Can't See It Coming
Hospital admissions rise up to 60% overnight during festive and pollution seasons.
Diwali Season
Respiratory cases spike 45%
Pollution Peaks
Emergency admissions double
Flu Season
ICU beds reach capacity
Hospital Bed Occupancy
How Swasthya Sentinel Responds
A scroll-based simulation showing how the system adapts in real time
Data Layer
Pollution data, festival APIs, patient records feeding into the AI
Local Orchestrator
Staffing, Supply, and Advisory Agents making local predictions
Regional Orchestrator
Central node coordinating multiple hospitals, balancing load dynamically
Patient Impact
Alerts sent in multiple languages via WhatsApp and SMS
Data Layer
Pollution data, festival APIs, patient records feeding into the AI
Forecasts surge
Reallocates staff
Sends advisories
Reduces wait times
How Swasthya Sentinel Works
Real-world examples showing how our AI transforms hospital operations, improves patient outcomes, and optimizes resources.
Predict Patient Surges 7 Days in Advance
Our AI analyzes historical patterns, weather data, regional health events, and real-time admission trends to forecast patient volumes with 94% accuracy. Hospital administrators get actionable insights to prepare staffing, resources, and bed capacity before surges occur.
- ✓Predict surges 7 days in advance with 94% accuracy
- ✓Identify surge triggers: weather, events, regional outbreaks
- ✓Get specific recommendations for staffing and resource prep
Current Census
487
↑ 8% from yesterday
7-Day Forecast Peak
727
Expected on Day 5
Surge Alert
⚠️ Yes
Prepare resources
AI Insight
Based on historical patterns and current trends, we predict a significant patient surge by Day 5. Recommend increasing ICU staffing by 25% and pre-positioning emergency supplies.
ICU
12% cost
Emergency
8% wait time
Surgery
15% efficiency
General Ward
5% bed turnover
Pediatrics
18% utilization
Maternity
10% staffing
Optimize Resources in Real-Time
Swasthya Sentinel continuously monitors department utilization, staffing levels, and supply chains. It recommends optimal allocation strategies that reduce costs, minimize wait times, and prevent stockouts—all while maintaining quality care.
- ✓Increase department utilization by 15-20%
- ✓Optimize staffing allocation across departments
- ✓Reduce supply chain stockouts by 87%
Guide Patients Intelligently
Patients receive personalized guidance in their preferred language. Our system assesses urgency, recommends the right facility, shows wait times, and provides health advice—reducing unnecessary ER visits and improving patient satisfaction.
- ✓Multilingual support for diverse patient populations
- ✓Urgency-based routing to appropriate facilities
- ✓Real-time wait times and health recommendations
Emergency - Go to nearest hospital immediately
Nearest Hospital
City Medical Center - 2.3 km away
Emergency & Cardiology
Expected Wait Time
15 mins
Current queue: 3 patients
AI Health Advisor
Call 108 ambulance immediately. Do not drive yourself.
✓ Available in Hindi - Patient receives all guidance in their preferred language with culturally relevant health information.
Every recommendation is fully explainable. Click on any decision to see the reasoning behind it.
Decision Confidence
94%
Key Factors Contributing to This Decision:
Historical Pattern Match
35%Similar weather & day-of-week patterns from past 2 years show 68% surge probability
Real-time Admission Trend
28%Current admission rate is 12% above baseline for this time period
Regional Health Events
18%Flu outbreak reported in nearby districts; expected spillover effect
Weather Forecast
12%Cold front moving in; respiratory cases typically increase by 15-20%
Social Media Sentiment
7%Increased health-related queries in local communities
Transparent AI: Hospital staff can override any recommendation with documented reasoning. All decisions are logged for audit trails.
Transparent AI You Can Trust
Every recommendation is fully explainable. Hospital staff see the exact factors, data sources, and confidence levels behind each decision. This transparency builds trust and allows clinicians to make informed overrides when needed.
- ✓See all factors contributing to each recommendation
- ✓Confidence scores for every decision
- ✓Full audit trails for compliance and accountability
Measurable Impact
Real outcomes that transform healthcare delivery and save lives
Shorter Wait Times
Reduced patient wait times during peak periods through predictive resource allocation
Zero Supply Stockouts
Maintained supply levels during peak periods with AI-driven inventory management
Rural Hospitals Connected
Hospitals across India connected to the network for collaborative care