Overview
Automation ROI depends on measurable operational data: raw material losses, labour hours, OEE, downtime, scrap and quality incidents.
Typical savings come from reduced overfill, fewer manual steps, better availability, lower maintenance cost and avoidance of non-conformance events.
The correct approach is phased: assessment, quick wins, SCADA/data integration and then broader digital operation. Each phase must finance the next with measurable benefit.
Technical point: A practical method for estimating payback through yield, labour, OEE, downtime and non-conformance reduction.