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 sustain a year of bootstrapped hustle before quitting your day job, you're not ready for the full-time grind of a startup

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