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You’ve automated the line. You’re still losing output you can’t see.
The next gain on your floor isn’t another machine — it’s acting on what the line already tells you, while the shift is still running.
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No one can act on 56 alarms at once — so your operators act on none of them.
Flood a supervisor with alarms and they don’t triage faster — they tune the screen out and run on instinct. The fix isn’t more alerts; it’s one decision they trust.
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Your big breakdowns are handled. The small losses are what’s killing your numbers.
If you can't tie the agent to a number the plant manager already cares about, you haven't deployed AI — you've deployed a hobby.
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Edge-first AI in manufacturing: AI should live where the data lives.
No plant ever wanted its process data shipped off to a giant cloud company across the world. Build from the floor up, where the work happens — and thanks to how far the hardware has come, you finally can.
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Factory IntelligenceCohort
We connect, model and deploy a working AI agent on your floor in a week, and scale it up for 1 month — built side by side with your team until it's catching production and quality escapes live.
The first one is on us.
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You’ve automated the line. You’re still losing output you can’t see.
The next gain on your floor isn’t another machine — it’s acting on what the line already tells you, while the shift is still running.
No one can act on 56 alarms at once — so your operators act on none of them.
Flood a supervisor with alarms and they don’t triage faster — they tune the screen out and run on instinct. The fix isn’t more alerts; it’s one decision they trust.
Your AI pilot worked once and never made it to the next plant
It didn’t stall because the models were weak. It stalled because every plant — and every machine — was a custom project. That cost is finally coming down.
Most shop-floor software goes unused. The problem was never your people.
Corporate picks a platform, it lands on your floor six months later, and nobody opens it — because it was built for someone who doesn’t work the line.
Your best people are retiring with thirty years of know-how in their heads
The old fix — write it all down — never worked. What actually keeps that judgment on the floor after they’re gone.
You’re paying for all those sensors. Why can’t you get a straight answer out of them?
The data is on every line. Connecting to it and giving thousands of cryptic tags meaning is the slow, costly job that turns “let’s use our data” into a year-long project.
Your big breakdowns are handled. The small losses are what’s killing your numbers.
If you can't tie the agent to a number the plant manager already cares about, you haven't deployed AI — you've deployed a hobby.
