In Five: When AI Goes to Work - Transforming Factory Automation

The future of AI isn’t just about smarter models—it’s about putting AI to work in the real world. In this episode of Optimistic Outlook In Five, Lauren Espin explores how Industrial AI could help manufacturers tackle one of the industry’s biggest challenges: a shortage of skilled engineering talent. As the United States works to expand and modernize its manufacturing capacity, AI is emerging as a powerful tool for helping engineers, operators and technicians become more productive. The episode takes a closer look at programmable logic controllers (PLCs), the technology that controls countless machines and production processes, and the automation engineers who program them. Because every factory has its own equipment, configurations and engineering data, applying AI to industrial automation requires more than a general-purpose AI model—it requires deep industrial context. That’s where Eigen Engineering Agent, developed at Siemens’ AI hub in Seattle, comes in. Integrated into the engineering software automation engineers already use, Eigen can use plant-specific engineering information to understand a task, write code, configure systems and work toward a defined performance goal. In pilot deployments across more than 100 companies in 19 countries, Eigen has delivered up to 50% greater engineering efficiency and can execute engineering tasks at two to five times human speed. The episode also explores why human oversight, simulation and validation remain essential for deploying AI safely and reliably in industrial environments—and why the next chapter of AI may be defined less by what AI can do in theory and more by what it can accomplish inside real factories. As Siemens invests $1 billion in AI capabilities and offerings over the next three years, Industrial AI is becoming an increasingly important part of the future of manufacturing, engineering and industrial automation. What happens when AI stops answering questions and starts doing the work? In manufacturing, that future is already taking shape. Show Notes Press Release: Siemens launches the Eigen Engineering Agent, bringing purpose-built AI to industrial automation engineering Eigen Engineering Agent