Copenhagen-based Spirii has partnered with AI startup Lumina to introduce Charger Health, an intelligent maintenance platform designed to improve the performance and reliability of electric vehicle charging networks.
The platform is built on more than 3 billion data logs collected from thousands of chargers connected to Spirii’s charge point management system. Using predictive machine learning, Charger Health aims to detect, resolve and prevent technical issues before they affect drivers. Unlike conventional monitoring tools that typically respond after failures or complaints, the system continuously analyzes chargers for declining performance, connectivity issues and other hidden faults.
“With Charger Health, we’re enhancing our proactive maintenance model, giving CPOs using our platform the ability to predict failures, resolve many of them remotely, and keep chargers operational at peak performance,” said Tore Harritshøj, CEO and co-founder of Spirii. “This drives higher reliability, a better end-user experience, and improved charger utilisation – critical for growing a profitable, competitive charging business.”
The system provides charge point operators with real-time visibility into at-risk chargers and automated recommendations tailored to each unit’s configuration, usage patterns and location. In many cases, faults can be addressed remotely, helping operators reduce the costs and delays of on-site maintenance.
Lumina co-founder Mikkel Weikop said the platform delivers greater transparency in network operations. “Charger Health accurately detects and forecasts faults, helping operators improve reliability and deliver a more consistent charging experience for EV drivers,” he said. “Without intelligence built into your OCPP machine, every problem remains a black box. Charger Health identifies what the problem is and why it occurs, so it can be detected and solved intelligently before the customer encounters it.”
Charger Health is among the first platforms to embed real-time AI agents and predictive analytics directly into EV charging operations. Spirii said it plans to scale the technology across its markets to support growing demand for dependable charging infrastructure.