AI tools now assist all 94 U.S. nuclear reactors with documentation and maintenance
Nearly every U.S. nuclear reactor is now using AI to streamline operations. In August, Atomic Canyon launched NIVA, a virtual assistant trained on 53 million pages of public Nuclear Regulatory Commission data. It helps workers search decades of compliance records and incident reports to draft regulatory filings or troubleshoot issues like pump failures. The project began after Constellation…
Key points
- Atomic Canyon’s NIVA AI assistant now supports all 94 U.S. reactors after piloting at Constellation Energy plants
- Nuclearn’s tools assist over 65 plants and small reactor projects, including NuScale Power Corp.
- AI handles documentation and data searches but remains under human review for operational decisions
Other startups, including Nuclearn, serve over 65 U.S. plants and small reactor developers like NuScale Power. Their tools focus on automating paperwork, optimizing maintenance, and addressing workforce shortages. Microsoft and Nvidia are also collaborating on AI for nuclear lifecycle management. Industry leaders say AI is critical for reviving nuclear power amid aging infrastructure and a shrinking workforce, though human oversight remains mandatory for safety-critical tasks.
The U.S. Nuclear Plant Fleet Is Leaning Into AI
IEEE Spectrum AI · 8 October 2026
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