Twenty-person stamping/injection floor—sales pushes vision and big screens. Presses have hand-written mold numbers, cavities remembered by veterans, cycles not collected. Smart has no object. First give every mold an ID, record cavities and actual cycle per run—then work orders match output. Those three in the system give utilization, yield, and scrap denominators. Big screens can wait.
Cycle is this factory type's heartbeat. Miss the heartbeat and boards are photos.
Three Data Points Before Three Charts
Scan mold ID at shift start. Work orders carry standard cycle and cavity count. Downtime and changeover timed in segments. Scrap attributed by mold and cavity. Supplier molds scanned the same on return.
- Ban unnumbered molds on machines.
- Cycle anomaly—check mold/material temperature before blaming operators.
- Changeover duration in team metrics—force definitions instead of shouting.
Small-Shop Smart Starts with the Mold Ledger
The XYN digital intelligence system hangs mold ID, cavities, and cycle on work orders—small shops get an execution layer. No need for digital twin first. Twin without those three is empty animation.
Today label every active mold and log one shift of cycles. Incomplete—fix collection before the next camera.
