System Architecture

Edge Layer

Real-time data collection from charging stations with sub-second latency

Processing Layer

Machine learning models for prediction and optimization

Application Layer

RESTful APIs and WebSocket connections for instant updates

AI-Powered Algorithms

Machine learning models trained on millions of charging sessions to predict optimal strategies.

Cloud-Native Infrastructure

Scalable microservices architecture deployed across multiple availability zones.

Real-Time Analytics

Stream processing for instant insights and automated decision-making.

Security First

End-to-end encryption, SOC 2 compliance, and regular security audits.