High-mix lines carry more recipes, component lots, setup checks and test paths. Golain connects the active variant with station settings, quality results and cycle times so teams can reduce setup variation and find defects closer to their source.
LOSS → PRACTICAL CAPABILITY
Each capability can begin with one operating problem and one measurable baseline. Expand only after the plant verifies the result.
Manual entry, station by station, every SKU.
Approved variant settings are delivered consistently and operators verify the line before the first production unit runs.
Found at functional test, or by the customer.
Placement force, solder profile and test margins are scored against process physics, not only a control chart.
The constraint is a spreadsheet filled in after the shift.
Station cycle and queue times are measured continuously, so the constraint gets named rather than argued about.
Scoped by date range instead of by fact.
Every unit carries its component lots, stations and test results. Scope a recall by query.
The useful target comes from this plant's baseline. These capabilities describe what to investigate and measure, not a forecast for the industry.
START WITH ONE LINE
Bring the current baseline and the workflow around it. We will map the available evidence and the smallest useful result to prove.