Hubbcast proposes an AI-powered Disaster Prediction Layer that complements Bagcilar’s ongoing digital twin development and fully integrates with IMM’s award-winning disaster-focused Digital Twin (CEB Award 2025, Seoul Smart City Prize 2024).
Core Innovations
1. AI Impact Prediction Real-time simulation of:
o Earthquake building damage
o Road blockages
o Utility failures
o Flooding extent and evacuation route viability
2. Dynamic Resource Allocation Optimized routing of:
o Ambulances
o Fire trucks
o Rescue teams
o Heavy equipment
Uses rule-based optimization with optional reinforcement learning enhancements.
3. Multi-Channel Emergency Alerts SMS, push, WhatsApp, sirens
o personalized safe-route guidance
o offline maps for Internet outage
4. Two-Way Citizen Interaction
o SOS location beacons
o Citizen damage reports (AI-validated)
o Family check-in system
o Multi-language support
