- Festival Calendars

- AQI & Weather Feeds

- Epidemic Databases (IDSP)

Forecasts patient volumes using time-series models and Bayesian priors

Provides early warnings and surge timelines

Automates staff scheduling and supply procurement using Reinforcement Learning and OR-Tools

Applies queueing theory and Digital Twin simulations for real-time bed reallocation

Uses NLP and risk-based triggers to send instant SMS/app advisories and preventive messages to citizens

Proactive patient inflow management and resource optimization

Real-time bed reallocation and bottleneck reduction

Instant SMS/app alerts during outbreaks or high pollution events