The judgment that runs factories was never written down. We capture it.
Frontline workers record each call by voice, at the moment they make it. We check it against what really happened. AI labs license what reality confirmed.
01Problem
AI can write about factory work. It cannot yet make the call.
A good call on the floor takes seconds. It rests on a sound, the heat of a part, how the last batch ran. The worker’s hands are busy, so nothing gets written. Machines log what was decided. They never log why.
Frontline judgment has never been captured. Until now.
02Our solution
We turn real decisions on the factory floor into data AI labs license.
Labelled
Most AI data is a label added afterwards.
Created
We make the record itself.
03Data Products
What we license
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A test on real factory calls
Your model faces decisions workers really made, with the answer reality gave.
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Worked decisions
The situation, the call, the worker’s reason in their own words, and the rule that applied.
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Overrides
The AI said one thing. The worker did another. Reality picked the winner.
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Decisions with signals
The call, with the machine, material and shop conditions recorded at the same moment.
04Leaderboards
Three boards. The bar to beat is the frontline worker.
05Who earns
The people who know the work should earn from it.
50%
To the frontline worker
They keep half of every dollar a lab pays to license their records.
06Research
We study where AI fails on real physical work.
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Do frontline workers beat the best AI model on real factory calls?
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Does a model trained on created records beat one trained on labels?
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Every lost minute has a decision in front of it
Talk to us
License data. Run a pilot. Join the team.
Write to us. A founder replies.