Spirii has released their latest Product Talk article, "AI-powered monitoring and operation," featuring insights from our partnership and the transformative impact of AI on EV charging network operations. The article showcases how Spirii's Network Operations Centre (NOC) is enhancing operations with AI-powered predictive maintenance through our collaboration.
Spirii and Lumina partnership enabling AI-powered operations
Featured in Spirii's Product Talk Series
This Product Talk represents a significant milestone in showcasing the real-world impact of our partnership. The article features interviews with Valdemar from Spirii's NOC and Mikkel from Lumina, exploring how AI is making network operations smarter, more efficient, and easier to scale.
The piece demonstrates how our collaboration is delivering tangible results: ensuring drivers always get the seamless charging experience they expect while enabling operations teams to work more strategically rather than reactively.
Andreas, Sofus and Mikkel at Spirii for the Product Talk
Smarter Operations, Fewer Failures
As Valdemar from Spirii's NOC explains in the article: "Reliability is everything. If a driver arrives and the charger doesn't work, trust is broken. Our job is to stop that moment from ever happening."
With our AI-powered predictive maintenance models trained on 3+ billion data logs from Spirii's charge point management system, the NOC team can now take reliability to new heights. By turning raw data into actionable insights, the system predicts and prevents potential issues before they affect drivers.
Predictive Maintenance in Practice
The article showcases how predictive monitoring enables the NOC team to detect anomalies earlier, automate common fixes, and reduce resolution times dramatically. The system learns what 'normal' looks like for each charger, site, and firmware version, setting up alerts when something deviates.
As Valdemar notes: "It's a big step up in efficiency. Instead of chasing recurring cases, we can focus on higher-value work that improves the overall driver experience."
AI-powered Intelligent Operations Software
Data-Driven Strategic Decisions
The Product Talk also emphasizes how AI-powered insights give Spirii's operators the tools to plan smarter. With analytics across uptime, resolution times, and recurring fault patterns, operators can identify best-performing hardware, vendors, and firmware – and act on those insights.
This transforms operations from pure maintenance into a strategic asset, guiding decisions that build stronger, more resilient networks over time.
Our Perspective on the Partnership
Mikkel from Lumina highlights the bigger picture in the article: "Our models are designed to spot what humans can't see at scale. When paired with Spirii's operational expertise, AI becomes a tool that transforms complexity into clarity."
"We see this partnership as an important part of our journey to make EV charging as reliable as traditional fuel stations, and we are excited to continue working with Spirii to achieve this goal."
Mikkel and Sofus from Lumina during the Product Talk
The Future of AI in EV Charging
The article concludes with a forward-looking perspective on the role of AI in charging operations. As networks expand and become more complex, predictive insights will help Spirii and partners stay one step ahead – cutting downtime, reducing costs, and improving the driver experience at scale.
At Spirii, innovation isn't just about building new features – it's about strengthening every layer of the ecosystem. Together with partners like Lumina, they're laying the foundation for a future of intelligent, resilient charging networks that power the road ahead.
Valdemar from Spirii, Sofus and Andreas from Lumina
What This Means for the Industry
This Product Talk represents more than just a case study – it's a blueprint for how AI can transform EV charging operations across the industry. The insights shared demonstrate that:
- Predictive maintenance is no longer a future concept – it's delivering real results today
- AI amplifies human expertise rather than replacing it, enabling teams to focus on strategic work
- Data-driven operations can transform maintenance from reactive to proactive
- Partnerships between technology providers and operators are essential for successful AI implementation
We're proud to be featured in Spirii's Product Talk series and excited about the continued collaboration that's making EV charging more reliable and efficient across Europe.
Read the full Product Talk article on Spirii's website to explore all the insights and perspectives shared by both teams.