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Pythia Industries

Sample Plant

Risks

A timer is cut too far

RiskA part that comes out too warm can look right at the press, then bend or shrink as it cools.
Early signParts pass at the press but fail at assembly or at the customer.
MitigationCheck every step by measuring cold parts, and stop one second before the first failure.
ImpactA customer return, and that job trialed again.

A shift raises the timer again

RiskA shift that meets a defect adds cooling time to be safe, and nobody takes it off again.
Early signThe timer on the screen is above the time on the job's settings sheet.
MitigationThe sheet holds the tested time, and any change to it is written down with its reason.
ImpactThat job's share of the saving, about $4,600 per year.

A customer's approval takes weeks

RiskOn a part whose process a customer approved, the shorter cycle cannot ship until the customer signs it off.
Early signA tested job still runs at its old timer while the request is out.
MitigationTrial the jobs that need no approval first, and send the other requests together.
ImpactThe saving on those jobs arrives weeks later.

Illustrative sample. The plant, the walk and the footage are synthetic. Figures from our analysis are estimates made with AI, not guarantees.