Pythia Industries

Sample Plant

Evidence

Read together, our visit and the job log show small molds in large presses all year, though they fit smaller ones.

On our visit

Small mold in a large press

11:05

A small mold ran in a large press, though the job log shows it has run in a smaller one.

Checked by eye on a frame of our video

How a job gets its press

11:25 to 11:34

Plant staff said a job goes in whichever press is idle, so a small mold can end up in a large one.

Said by plant staff during our visit

Smaller presses standing idle

16:30

Two smaller presses stood idle in the same hour. One is the size the small mold has run in.

Counted by eye on frames of our video

Plant records

Small molds on the large presses

About 60 runs on large presses in twelve months used molds that also ran two sizes smaller.

The ERP job log, twelve months

Mold records without a press size

No mold's record names its smallest press, so the scheduler has no press to try first.

The ERP mold records

Orders shipped late

About one order in seven shipped late, so orders do wait for presses and could fill freed hours.

The ERP's shipping record, twelve months

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