This Newly Public Nuclear IPO Is Already Using AI to Speed Up Reactor Design. Is It a Buy?

X-Energy (XE) is deploying AI through its Project Prometheus initiative to accelerate nuclear reactor design, licensing, and manufacturing timelines. The newly public company has secured customers including Amazon (AMZN), Dow Inc. (DOW), and Centrica (CPYYY), and reports an 11.5-gigawatt project pipeline.

The AI application targets three bottlenecks in nuclear development: reactor engineering cycles, regulatory approval processes, and component manufacturing. Small modular reactor technology forms the core of XE's commercial strategy, with the Amazon partnership representing a significant validation of the approach.

Despite the customer roster and pipeline scale, XE faces execution hurdles across licensing, construction delivery, and project financing. Nuclear projects historically encounter regulatory delays and cost overruns, and the company's ability to compress timelines through AI remains unproven at commercial scale. The 11.5-gigawatt pipeline provides revenue visibility but requires flawless execution on multiple fronts simultaneously.

The tech sector's surging power demand for data centers has created tailwinds for nuclear suppliers, with hyperscalers like Amazon seeking carbon-free baseload capacity.