This workflow automates the critical but manual bottleneck of reconciling physical production outcomes with financial ledgers. It ingests real-time defect classifications and counts from vision systems, correlates them with active production orders in SAP or Oracle MES, and posts scrap costs to the correct cost center and material ledger. The operational upside is immediate: finance gains accurate, daily cost-of-quality metrics, while operations can tie yield losses directly to specific lines, shifts, or materials, enabling data-driven interventions.




