Pomegra
Copenhagen's Lumilab raised an undisclosed pre-seed round led by Giant Ventures to run EV chargers, solar and batteries with AI agents across 30+ countries.
Key Takeaways
- Lumilab closed a pre-seed round led by Giant Ventures; the amount and valuation were not disclosed.
- The platform supports 45,000 physical assets in more than 30 countries, according to the company.
- Angels include GANNI founder Nicolaj Reffstrup, ex-minister Tommy Ahlers and ex-NVIDIA director Thomas Skov Reunert.
Lead
Lumilab, a Copenhagen energy-tech startup spun out of research at the University of Copenhagen, announced a pre-seed round on October 20, 2026. Giant Ventures led it. The company builds an AI operations platform that connects fragmented data and software systems, monitors energy infrastructure, flags faults and automates operational workflows through AI agents. It did not disclose the round size or valuation. Proceeds will go toward growing the team and scaling deployments across energy infrastructure.
What Does Lumilab Actually Do?
Lumilab sells software that sits on top of the systems operators already run and handles the repetitive work of keeping physical assets online. Its agents target electric vehicle charging networks, solar installations and battery parks, where hardware from many vendors reports through incompatible back-ends.
CEO Sofus Laub Erdal framed the pitch as "applied intelligence for the infrastructure that powers society," adding that the company's AI agents "reason through problems and take action across operational systems." The practical translation is fault detection, diagnosis and remediation steps that a human operator would otherwise work through by hand.
The product replaces no single incumbent. It competes with in-house tooling, vendor dashboards and the service teams that triage charger outages manually.
Who Invested, and How Much Was Raised?
Giant Ventures led the round, and the angel list is short and unusual for an infrastructure play. It includes Nicolaj Reffstrup, founder of the fashion brand GANNI, Tommy Ahlers, a former Danish minister and entrepreneur, and Thomas Skov Reunert, a former senior director at NVIDIA.
The amount is undisclosed, as is the valuation. That silence limits any read on how the round was priced. Pre-seed rounds in the Nordics commonly land in the low single-digit millions of euros, but Lumilab has not confirmed a figure, so any comparison stays speculative.
How Big Is Its Operational Footprint?
Lumilab says it now supports 45,000 physical assets across more than 30 countries, including Denmark, Germany, the UK and France. The company reports that this footprint grew over the past 12 months. The assets span EV chargers, payment terminals, depot equipment and battery systems.
Those numbers come from the company and have not been independently verified. They also count assets, not customers or revenue, and the company has not published either. For a pre-seed business, 45,000 assets is a large deployment base. It suggests Lumilab is already embedded with operators, though how many contracts sit behind it is unclear.
Why Is Energy Operations a Target for AI Agents?
Energy operations attract AI agents because uptime is the product and the work is repetitive. A charger that fails to take payment, or a battery that drops offline, costs revenue until someone diagnoses it. Operators running thousands of dispersed assets tend to staff for the worst days, and software that closes tickets without a human reduces that cost.
Lumilab is not alone. Other 2026 rounds in the segment include Invertix, reported at €1.7 million for renewable-operations agents, and Linkener, which secured €7.5 million for AI energy management. The pattern points to investors treating operational automation as a distinct category from forecasting and trading software.
What Are the Risks?
The central risk is integration depth. Agents that act across operational systems need write access to equipment and billing flows, which operators grant slowly and revoke quickly after a bad incident. Hardware vendors may also tighten their own software or restrict API access, narrowing the room for third-party layers.
There is also the question of defensibility. A cross-vendor data layer is valuable only while it stays ahead of what charger manufacturers and large network operators can build themselves. A pre-seed round buys time to prove that, not proof.
Outlook
Lumilab enters its next phase with a lead investor, three named angels and a claimed footprint of 45,000 assets in more than 30 countries. The undisclosed round size and valuation leave the financial picture thin. The next test is whether the company converts deployment scale into disclosed customers and revenue, and whether it can raise a seed round on those terms. Competition from funded peers in Europe will sharpen as operators decide which automation layer to standardize on.
