Overview
DroneFleet Optimizer is an autonomous logistics platform capable of delivering emergency medical supplies (blood, vaccines, defibrillators) within 15 minutes in urban areas by coordinating a fleet of drones through a centralized optimization algorithm.
Business Context
The system addresses critical medical logistics challenges by:
- Optimizing delivery routes for 50-100 simultaneous drones
- Meeting strict SLAs: critical orders delivered within 15 minutes, high priority within 30 minutes
- Handling real-time constraints: battery levels, time windows, warehouse-product compatibility
- Ensuring data consistency and fault tolerance across distributed components
Key Metrics
- Latency: < 500ms for real-time updates
- Optimization Cycle: 10-second rolling horizon planning
- Scale: 50-100 active drones in MVP phase
- Reliability: At-least-once delivery guarantee with no lost orders
- Cost Optimization: Firestore batch writes to stay within free tier during development