Nuclear Automation’s Next Test Is In The Real World
A keynote conversation on physical AI, safer nuclear operations, and the manufacturing scale needed to build the next generation of critical infrastructure and strengthen the industrial base behind it.
The next generation of automation will be defined by more than what a robot can do in a controlled demonstration. It will be defined by whether automated systems can operate safely, reliably, and economically in the environments where people should not have to work.
That was a central theme of the keynote at the 2026 Hot Cell Innovation Exchange, delivered by James Owen, CEO of Fortus Federal, who drew on experience spanning defense technology, national laboratories, and hazardous production environments. His message was direct: the technical barriers to automation are falling, but cultural, regulatory, and manufacturing barriers still determine how quickly innovation reaches the field.
For nuclear operators and other organizations working with hazardous materials, that distinction matters. A system can be technically possible and still fail to deliver value if it is difficult to qualify, difficult to maintain, or difficult for operators and regulators to trust.
Physical AI Moves Automation Closer To The Work
Owen placed particular emphasis on physical AI: the combination of intelligent software, sensing, robotics, and controls that enables systems to understand conditions in the physical world and act on them.
He described how teams can use multiple AI agents to explore and stress-test early engineering concepts, with human engineers reviewing the output and challenging its assumptions. The important point was not that AI removes engineering judgment. It was that AI can accelerate the early stages of design, analysis, and systems thinking while experienced engineers remain accountable for every decision.
That human-in-the-loop model is especially important in nuclear and defense applications. Physical AI must operate within defined boundaries, with the right controls, recovery strategies, verification methods, and human oversight. In these environments, intelligence is valuable only when it is connected to reliable physical execution.
Automation Can Reduce Exposure And Improve Productivity
Many hazardous operations still depend on people performing repetitive or physically demanding tasks through gloves, windows, suits, or other protective barriers. Those methods can be effective, but they also create exposure, ergonomic, maintenance, and throughput challenges.
Remote manipulation and robotic handling can change that equation. Systems designed for hot cells and other hazardous environments can move material, operate tools, support inspection, and perform repetitive tasks while keeping people farther from the source of risk.
The opportunity is not limited to one facility or one industry. Nuclear fuel-cycle operations, decommissioning, defense manufacturing, explosive-material handling, and other high-consequence environments all face a similar question: which tasks should require a person to enter the work zone, and which tasks can be performed through a purpose-built automated system?
Manufacturing Scale Turns Capability Into Capacity
Owen also connected automation to a broader manufacturing challenge, one that defense and energy programs feel acutely: new technology creates value only when it can be produced consistently and at scale.
Automation supports that goal in two ways. First, it can improve the repeatability of production processes and reduce variation. Second, it can help organizations build the equipment and products needed to meet demand without relying entirely on scarce skilled labor for every step. For an industrial base under pressure to deliver more, faster, that combination is what turns promising technology into dependable supply.
In Owen’s view, this is where manufacturing quality, automation engineering, and physical AI begin to reinforce one another. A well-designed automated process can collect data, detect variation, adjust to real-world conditions, and produce a more consistent result. Over time, those capabilities can support better throughput, less rework, and stronger confidence in the process.
Adoption Starts With Practical Wins
Nuclear and defense organizations do not adopt new technology simply because it is new. They need evidence that a system can operate safely, integrate with existing processes, satisfy the required controls, and deliver measurable value.
Owen’s recommendation was practical: begin with a focused application, demonstrate the safety and productivity benefits, and build from there. Small, meaningful wins can help operators, engineers, and regulators gain confidence without requiring an entire facility to change at once.
That approach aligns with how complex automation should be engineered. Start with the work that creates the greatest risk, delay, or inconsistency. Define the operating envelope. Design the system around the real process. Test the interfaces. Then expand the level of autonomy as the evidence supports it.
A Partner For The Physical World
For PAR Systems, the opportunity is to help customers connect these ideas to working equipment. PAR brings together remote manipulation, radiation-tolerant systems, cranes, tooling, sensing, controls, manufacturing automation, and lifecycle support for applications where performance depends on both the digital and physical parts of the system.
The path to more capable automation will not be identical in every facility. Some customers will need radiation-hardened manipulators or remote tooling. Others may need adaptive manufacturing, machine vision, process monitoring, or a modular platform designed around planned replacement. Many will need a combination of technologies integrated into a system that operators can understand, maintain, and trust.
The future of automation will be measured by what it enables people to do more safely and consistently. In nuclear and other hazardous environments, that future is already taking shape one practical application, one verified improvement, and one trusted system at a time.
What operation would create the greatest value if it could be performed more safely, consistently, or remotely?
Talk with PAR Systems about moving your application from concept to qualified automation.
