Knowledge Relay

06/19/2026

Last week, the NRC issued subsequent renewed operating licenses for Southern Nuclear’s Edwin I. Hatch Units 1 and 2, extending operations well beyond the original 40-year term.

While specific to Southern Company’s fleet, the signal is broader: U.S. regulators continue to support long-term operation when safety and environmental standards are met.

For nuclear operators, that shift brings a familiar, but growing set of challenges. Life extension isn’t a single project; it’s a multi-decade coordination problem. Major capital work must align with outage schedules. Asset data spans decades of inspections, modifications, and evolving standards. Regulatory and plant health information must remain traceable, auditable, and decision-ready at all times.

As more plants pursue subsequent license renewal, the complexity only increases. Planning horizons extend. Cross-functional coordination becomes harder. The cost of misalignment rises.

This is where modern digital infrastructure becomes essential. Integrated project controls, connected asset data, and advanced analytics enable utilities to plan with confidence, prioritize effectively, and execute reliably across multi-cycle programs.

At Knowledge Relay, we help nuclear operators bring structure to that complexity, connecting outage ex*****on, asset intelligence, and long-range planning into a single, decision-ready environment. If your organization is preparing for extended operation or managing large-scale capital programs, now is the time to rethink how that work is planned and delivered.

06/18/2026

THE REAL CONSTRAINTS

Technology is only part of the equation.

Many of the industry's biggest challenges are operational.

Key constraints include:
🛢 Fuel availability and planning
📋 Licensing and regulatory requirements
🚚 Supply chain risk and vendor coordination
👥 Workforce availability and knowledge transfer

Addressing these challenges requires greater visibility across projects, assets, schedules, and operations where the data is the “One Source of Truth”.

Read More: https://knowledgerelay.com/products/kr-data-lakehouse/

06/16/2026

Data is the backbone of AI—without it, your “enterprise AI strategy” is just a slide deck.

Here’s the uncomfortable truth: if your data is fragmented, duplicated, and out of sync across systems, no model, no vendor, and no “AI copilot” will save you. You’ll get pretty demos, but in production you’ll see hallucinations, bad decisions, and zero trust from your operators and executives. If you actually want AI that moves the needle, you have to start where it counts: the data layer.

That means:
📌 Defining common business keys and joining data across silos so you see one version of the truth.
📌 Investing in data quality — accuracy, completeness, timeliness, and lineage — as a first-class product, not an afterthought.
📌 Standing up basic governance so people know what the data means, who owns it, and how it’s allowed to be used.

When you get this right, AI stops being a toy and becomes an amplification layer on top of clean, trusted information. Models are easier to deploy, easier to explain, and far more likely to be adopted by the people who actually run your business.

So before you greenlight the next AI pilot, ask one question:
“Is our data ready for the decisions we’re about to automate?”

06/16/2026

THREE WAYS WE GET THERE

There is no single path to expanding nuclear generation.

Success will likely come from a combination of:
🔄 Plant Restarts
📈 Uprates and performance improvements
⚛ Advanced reactor deployment

Each path introduces new operational, regulatory, and project challenges.
The common requirement across all three?

Trusted data and better decision-making.

Read More: https://knowledgerelay.com/products/kr-ai/

06/12/2026

Great news for our friends at Constellation!

HSB Global Inspection and Engineering Services – We provide specialized inspection and certification services for boilers, pressure vessels, nuclear components, and power plants worldwide. Wherever your business takes you, we’re at your side. Global reach. Local presence.

06/11/2026

Nuclear power's future depends on AI but there's a problem.

The catch: most U.S. plants AREN'T held back by reactors or regulations—they’re held back by fragmented, unreliable data that keeps AI stuck in pilot mode instead of driving day‑to‑day decisions.

In our latest blog, we break down why the future of U.S. nuclear is really a data & AI problem—and what operators can do right now to unlock the value already sitting in their systems.

Read the full post: “The Future of U.S. Nuclear Power Is Really a Data & AI Problem” on the Knowledge Relay blog.

The U.S. plans to triple nuclear capacity by 2050 — but the real barrier is data. Learn how AI and unified data platforms can make or break the nuclear buildout.

06/11/2026

THE DOE NUCLEAR ROADMAP

The path to expanded nuclear generation is ambitious.

Key milestones frequently discussed across the industry include:
🔹 +35 GW of new nuclear capacity by 2035
🔹 Approximately 15 GW per year by 2040
🔹 More than 200 GW of additional capacity by 2050

Achieving these goals will require more than capital investment.

It will require better planning, stronger data governance, improved forecasting, and greater operational visibility.

Read More: https://knowledgerelay.com/blog/from-crisis-to-clarity-ai-driven-project-controls-for-the-nuclear-energy-sector/

06/09/2026

AMERICA NEEDS MORE THAN 200 GW OF NEW NUCLEAR CAPACITY

Today's U.S. nuclear fleet provides roughly 97 GW of capacity.

Meeting long-term energy demand could require tripling that footprint by 2050.

That means adding more than 200 GW of new nuclear capacity.

Building reactors is only part of the challenge.

Organizations must also manage enormous volumes of project, outage, operational, and regulatory data to deliver that expansion successfully.

Read More: https://knowledgerelay.com/blog/the-future-of-nuclear-project-controls-10-ai-capabilities-every-operator-needs-in-2026/

06/05/2026

Data centers are not just changing power demand — they’re changing how the utility sector thinks about value.

Talen Energy’s move to acquire three gas-fired power plants is a reminder that the next wave of energy strategy will be built on more than generation capacity. It will be built on data: where demand is growing, when it peaks, what assets can respond fastest, and how reliably a portfolio can support an increasingly digital economy.

The utilities that win in this environment will be the ones that can connect operational ex*****on with real demand intelligence. That means using data not as a reporting tool, but as a decision engine for capital allocation, reliability planning, and long-term portfolio strategy.

In a market defined by electrification, AI growth, and grid constraints, the advantage belongs to leaders who can see demand earlier, move capital faster, and execute with precision.

https://www.industrialinfo.com/iirenergy/industry-news/article/talen-energy-joins-in-us-power-plant-buying-spree--358559

06/04/2026

U.S. ELECTRICITY DEMAND IS RISING AGAIN

For years, U.S. electricity demand remained relatively flat.

That's changing.

According to the U.S. Energy Information Administration’s Short-Term Energy Outlook, total U.S. electricity generation is projected to reach approximately 4,330 TWh in 2026—an increase from 2025 levels.

Several forces are driving this growth:
⚡ AI and data centers
⚡ Electrification of industry
⚡ Growing demand for reliable, carbon-free power

Meeting that demand will require both new generation and smarter operations.