Everyone is building “agents” now. But ask five engineers what an agent actually is and you’ll get six answers. I’ve spent the last year working on agentic systems — from industrial diagnostic agents to workflow …

When a machine shows symptoms, technicians need to figure out the root cause and the best way to fix it. Today, this knowledge lives in the heads of experienced engineers and is scattered across thousands of unstructured service reports of …