Battery Subscription & Rental System
A subscription-first BaaS (Battery-as-a-Service) platform with IoT integration, automated billing, and AI-powered battery health management.
The Challenge
An EV battery swap network needed a platform to manage battery-as-a-service subscriptions, automate billing based on usage and charge cycles, and monitor battery health across hundreds of swap stations -all in real time.
What We Built
A subscription-first BaaS (Battery-as-a-Service) platform with IoT integration, automated billing, and AI-powered battery health management.
Core Platform
- Battery-as-a-service subscription with automated billing
- Swap station dashboard with live IoT data integration
- Usage-based billing tied to charge cycles and duration
- Subscriber lifecycle management with plan upgrades
- Multi-station network management with geo-zone mapping
AI & Agentic Capabilities
- AI agents monitoring battery health and degradation scoring
- LLM alerts generating maintenance tickets with diagnostics
- Real-time analytics for usage patterns and failure prediction
- Predictive swap demand forecasting across station network
- AI-optimized battery rotation schedules for extended lifespan
Impact & Results
Scalable subscription billing across hundreds of swap stations
Reduced battery failures through predictive health scoring
Cut maintenance response time with AI diagnostic tickets
Improved station uptime with demand-based resource planning
Extended average battery lifespan by 20% with smart rotation
Key Features
Station operator dashboard and subscriber mobile app
IoT data ingestion pipeline with real-time monitoring
Automated billing engine with usage-based invoicing
Battery health reporting portal with lifecycle views
Fleet manager app with battery allocation and swap logs