Automation + AI Visual Inspection + Dimensional Inspection value model
Purpose: quantify labour saving, rework reduction, final-stage workpiece scrap avoidance, 100% QC coverage, external failure risk reduction, and payback period.
Scenario Control
editable
Tip: for justification meeting, run Conservative / Expected / Aggressive and show payback sensitivity against final-stage workpiece loss.
Calculation Guardrail
This simulator treats rework, scrap, and external escape as separate cost buckets. Use conservative rates to avoid double-counting the same defect event. For a final-stage damaged workpiece, do not use raw aluminium price only: include raw material, all previous machining/grinding/milling/process hours, engineering, procurement, logistics, inspection, tooling wear, carbide tips/cutters, overhead, and replacement/admin cost.
1. Production & Finance
2. Final-stage Workpiece Loss Build-up
Use this when scratch, damage, helicoil damage, pin damage, or non-weldable defect is found at final stage and the whole workpiece has to be scrapped. The simulator can use either a direct manual value or a detailed accumulated-cost estimate.