The Takeaways: The International Symposium on AI and Nuclear Energy

By: Lee Gliddon, Executive Vice President of Knowledge Relay, Inc.

AI and nuclear energy just made it official: they’re in a structural alliance. AI driven data centers are now one of the biggest new sources of electricity demand on the planet, and the consensus coming out of the IAEA’s International Symposium on Artificial Intelligence and Nuclear Energy is clear: intermittent energy alone will not cut it for AI, and nuclear is becoming non negotiable as the 24/7, low carbon backbone that makes “atoms and algorithms” work together.

For utilities, operators, and project leaders, the question is no longer if AI and nuclear will converge, but how quickly can you turn that convergence into more predictable projects, shorter outages, and trusted data?

That’s exactly where Knowledge Relay comes in.

AI and nuclear power are now inseparable

The symposium brought together global leaders from governments, regulators, utilities, hyperscalers, and technology firms, and they all echoed the same message: AI and nuclear are becoming structurally interconnected. AI driven digital infrastructure requires continuous, low carbon, high reliability power that nuclear is uniquely positioned to provide, while AI is already reshaping nuclear design, construction, operations, and regulation.

But the limiting factors aren’t the reactors or the algorithms, they’re delivery models, data, governance, and trust.

• Project delivery still suffers from chronic schedule and cost overruns.
• Data is fragmented across legacy systems, making high value AI use cases hard to scale.
• Safety, security, and safeguards demand explainable, auditable, human in the loop AI, not black boxes.

The near term sweet spot the symposium highlighted? Project controls, outage management, scheduling, and maintenance—areas where AI can materially improve predictability and productivity without touching safety critical control systems.

What Knowledge Relay delivers right now

Knowledge Relay has been solving these problems for decades.

We already support a majority of U.S. nuclear operators with the data infrastructure, ETL, dashboards, and analytics that underpin project controls, outage management, and operational decision making. Our nuclear portfolio is built around three priorities that map directly to the IAEA findings:

Data that AI and humans can actually trust

The symposium was blunt: without high quality, well structured, governed data, AI in nuclear doesn’t get off the ground.

Knowledge Relay is a data first company. Our platforms unify project, outage, maintenance, and operational data into clean, governed, nuclear grade environments that AI can safely operate in and humans can confidently rely on.

• Consolidate siloed systems, schedules, work management, cost, and asset data into a single source of truth.
• Apply robust data governance, lineage, and quality checks to meet nuclear expectations for traceability and auditability.
• Keep data inside your own perimeter (on prem or regulated cloud) to satisfy cybersecurity, IP, and export control requirements.

You get an AI ready backbone without compromising the safety culture that defines nuclear.

AI driven project controls and outage performance

Symposium panelists agreed that AI’s biggest near term value is in project management and project controls: early risk detection, schedule realism, and supply chain visibility.

Knowledge Relay brings this to life:

• AI enhanced project controls identify schedule, cost, and sequencing risks earlier—before they show up as headlines or NRC findings.
• Outage dashboards unify live schedule, work progress, and clearances so your teams see the same truth and can act faster.
• Analytics surface workable activities and resource bottlenecks in real-time so you shorten outages and protect availability.

In a world where AI driven data centers expect nuclear level uptime, your ability to deliver on schedule and budget is no longer optional. It’s strategic.

Security first, human in the loop AI

Across the symposium, there was strong alignment on one principle: safety, security, and safeguards must be enablers, not casualties, of AI adoption. That means graded, risk informed use of AI, with humans firmly in the loop.

Knowledge Relay’s approach fits hand in glove with that expectation:

• All analytics and AI workloads run in your controlled environment, not in a multi tenant black box.
• We focus AI on augmentation, not autonomy: surfacing insights and options while humans make the final call.
• Our solutions are explainable and auditable, designed for nuclear safety culture and regulatory scrutiny from day one.

You get modern AI capabilities without sacrificing the governance and accountability that your regulators, boards, and communities expect.

Ready to see this in your data and projects?

The IAEA symposium made the direction of travel unmistakable: AI and nuclear are converging fast, and operators who get their data and project controls in order first will set the pace for everyone else.

If you’re responsible for nuclear projects, outages, or operations and you want to:

• Shorten outages without compromising safety
• Make project forecasts more realistic and defensible
• Turn your existing data into a secure, AI ready asset

…then it’s the right time to see what Knowledge Relay can do with your real-world challenges.

Book a demo today

Let’s walk through:

• How your current data landscape maps to an AI ready architecture
• Where AI driven project controls and outage analytics could deliver measurable gains in the next 12–24 months
• What a low risk, graded rollout looks like for your organization

The AI–nuclear alliance is already here. Let us make sure your data, your projects, and your fleet are ready for it.