Atomic Canyon wants to be ChatGPT for the nuclear industry

Summary

Tech companies are betting heavily that nuclear power can help deliver the electricity they need to realize their AI plans. But data centers need power tomorrow, and the nuclear industry isn’t known for its speed. Trey Lauderdale thinks AI can give nuclear the speed that it needs. Lauderdale’s obsession with nuclear started close to home. In San Luis Obispo, California, where he lives, he kept running into people who worked at the Diablo Canyon Power Plant. “They’re like the coaches of our flag football team,” he said. In talking with them, he learned that nuclear power plants are swimming in documents. Diablo Canyon, near Lauderdale’s home in San Luis Obispo, has around 2 billion pages worth, he said. Lauderdale, a serial healthcare entrepreneur, had a hunch that AI could help the nuclear industry tame its paper problem. Lauderdale founded Atomic Canyon a little over a year and a half ago, initially funding it with his own money. The startup uses AI to help engineers, maintenance technicians, and compliance officers find the documents they need. The startup landed a deal with Diablo Canyon in late 2024. Lauderdale said the deal led to inquiries from other nuclear power companies. “That’s when I knew, as an entrepreneur, we were at a point where we needed to raise a round of capital.” Atomic Canyon closed a $7 million seed round led by the Energy Impact Partners, the company exclusively told TechCrunch. Participating investors include Commonweal Ventures, Plug and Play Ventures, Tower Research Ventures, Wischoff Ventures, and previous angel investors. When Atomic Canyon first started, its AI engineers tested various models with underwhelming results. “We quickly realized the AI hallucinates when it sees these nuclear words,” Lauderdale said. “It hasn’t seen enough examples of the acronyms.” But building a new AI model requires massive computing power. So Lauderdale talked his way into a meeting with Oak Ridge National Laboratory, which conducts nuclear research and ...