Not one genius model—but a chain of smaller, specialized agents quietly working in sync. In manufacturing, it’s never just “answer a question.”
It’s:
– Extract the right details from a 200-page PDF – Validate that the config actually works – Compare it to internal rules and market alternatives – Generate a clean summary – Push the result into CRM, or prep it for the partner – Notify the right person, with context - And much more
That’s not one agent. It’s a workflow.
And every step can be handled by a purpose-built AI—trained on different tools, documents, and formats.
One agent might run on GPT. Another on Claude. Another might be a lightweight, private model running in your environment. It doesn’t matter.
What matters is that they’re focused, reliable, and know how to work together. That’s what turns AI from a clever tool into real operational leverage.