Nuclear's quiet AI revolution: The insider bet powering 70 reactors | Nuclearn

About this episode

The episode discusses how Nuclearn is using AI to optimize nuclear plant operations and the strategic approach of the co-founders in scaling their startup.

AI is scaling nuclear plants without touching the reactor, by automating thousands of required workflows behind the scenes. Nuclearn’s strategy is simple but rare: start painfully narrow, prove ROI fast, then expand across the plant. Bradley Fox and Jerrold Vincent are co-founders of Nuclearn, deploying AI tools across 70+ global reactors. And shout out to our friends at SJF Ventures for this introduction. Land before you expand — Winning dozens of nuclear reactors before raising venture capital proved that a hyper-focused beachhead beats a broad go-to-market in risk-averse industries Niche down until it hurts — Targeting a single regulation-mandated pain point (Corrective Action Programs) gave Nuclearn a horizontally scalable wedge into every reactor on earth Workforce crises create durable markets — When an industry needs 2-3x its workforce but takes a decade to train people, AI isn't a nice-to-have — it's infrastructure Price for partnership, not extraction — Targeting ~30% of customer savings and offering transparent annual subscriptions built trust in an industry that buys on relationships and long time horizons Nights and weekends are your proof of concept — If you can't…

People in this episode

Host: Dr. Chris Wedding

Guests: Bradley Fox, Jerrold Vincent

Topics covered

• AI in nuclear energy
• startup strategy
• automation
• venture capital
• workforce challenges
• scalable business models

Keywords

• nuclear reactors
• AI tools
• Corrective Action Programs
• customer savings
• bootstrapped startup
• venture capital
• automation workflows

Mentioned in this episode

Organizations: Nuclearn, SJF Ventures

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