Real-Time EV Charging Analytics Dashboards: From Utility Signals to Customer Insights

Abstract

Author(s): Isabella Wang, Liam Rossi, Sanjay Nguyen. This study explores real-time ev charging analytics dashboards: from utility signals to customer insights with a focus on practical engineering trade-offs in modern cloud-native environments. We present an implementation-driven methodology, reference architectures, and evaluation criteria that teams can adopt in data visualization programs. Results highlight measurable improvements in reliability, security posture, and end-user performance when the proposed practices are applied.