The artificial intelligence boom is straining America's electrical grid, creating both a crisis and an opportunity for infrastructure modernization.
Data centers training and running large language models consume enormous amounts of electricity. Coupled with the ongoing buildout of electric vehicles, heat pumps, and renewable energy sources, utilities face a management problem they have not tackled before: orchestrating power flows across systems designed for one-way distribution.
Veir, a grid infrastructure startup, just raised $110 million in Series C funding to scale its core technology: superconductive power lines. The cables can transmit power five times farther than conventional copper lines while requiring one-twentieth the space, according to the company. For utilities seeking to route power from distant generation sites to energy-hungry data centers without massive land acquisition or construction delays, the efficiency gains matter.
CEO Tim Heidel said the scale of AI infrastructure investment is forcing rapid innovation. "Numerous new technologies are becoming available and scaling up, which can help data centers integrate effectively within communities," he said. "The need to adopt these technologies rapidly will determine how we manage the next phase of growth in energy demand."
WeaveGrid, a software competitor, takes a different approach. The company sells load orchestration tools that help utilities manage consumption across distributed resources—data centers, EV chargers, heat pumps—in real time. CEO Apoorv Bhargava said utilities now face variables that did not exist a decade ago. "Renewables, increased load from electric vehicles, data centers, and heat pumps require enhanced management and orchestration capabilities," he said. The software optimizes connections to reduce customer bills while stabilizing the grid.
Kristin Eberhard, vice president of policy at Rewiring America, said data center demand has created urgency for grid upgrades. "This environment has also made industries more willing to explore and implement new solutions," she said.
The economics are straightforward: utilities cannot build new generation capacity fast enough to meet AI demand. Superconductive cables and grid software compress timelines and reduce land costs. For startups, the addressable market is vast—and the customer is desperate to buy.
