Manufacturing Intelligence
Fourteen capabilities that predict, recommend or act — each scored on what actually happened.
18 steps · 10 questions · 10 screens on this shelf
The screens on this shelf
Workspace
Production Copilot
Ask the plant a question in your own words. Answered from a fixed set of queries over this company’s own records, with the records named — and handed to the platform assistant rather than guessed at when it falls outside them.
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AI Capabilities
The fourteen, with the two columns that matter: what each is ALLOWED to do, and how accurate it has been measured to be. Nothing ships able to act on its own.
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Predictions
A scored statement about ONE record, with its drivers ranked — and the outcome filled in later, because a prediction is worthless until it can be compared with what happened.
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Recommendations
What to do, what it is worth, and what somebody decided. A recommendation nobody accepted is the most useful record in the table.
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Vision Inspections
Surface and dimensional defects found by camera, with the sampled human verdict beside them. The disagreement rate — not the accuracy figure — is what decides whether a camera may act on its own.
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Root-Cause Analyses
Ranked candidates from what actually CHANGED around the failure — material lots, machine states, batch parameters, control charts, gauge calibration. Never the last word: the accepted cause is a person’s.
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Records
Exception Policies
When THIS exception appears, and it is within THESE bounds, do THAT — and tell somebody. The bounds are the difference between automation and an unattended system making commitments nobody sized.
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Autonomous Actions
What the automation did, with the state before and after — which is what makes it reversible and what an auditor reads. A refusal is recorded too: a policy that quietly declines and says nothing is worse than one that does not exist.
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Records
Document Intelligence
Certificates, mill reports and packing lists read into fields — and, the part that matters, CHECKED against the item’s specification. A certificate transcribed perfectly and compared with nothing has saved typing and nothing else.
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Records
Workflow Adaptations
Where a standard process was tightened or relaxed for a condition, and what ends it. An adaptation with no expiry is a permanent process change made by an automation, which is exactly what this screen exists to prevent.
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Progress is kept in this browser only — it is not sent anywhere and nobody else can see it.