Technical articles, project lessons, and perspectives from our engineering team.
Why most plants' AI initiatives stall out short of production — and what the few that succeed have figured out about what actually drives the gap.
The implicit security model your plant has been running on for forty years quietly stopped being true. Insurance carriers and Fortune 500 customers are starting to notice.
Two years into using large language models on real legacy migration projects, what's actually changed isn't speed. It's scope.
Every plant has the conversation: operations says 94.2%, finance says 91.8%. What changed in the last three years that finally makes this fixable.
The hardware on your legacy PLC is the only part of the picture that's still holding up. The ecosystem around it is a different story.
