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Automotive Operations Intelligence for End-to-End Supply Visibility

Automotive manufacturers and suppliers need more than reporting to manage volatility, quality risk, and margin pressure. This article explains how operations intelligence creates end-to-end supply visibility across procurement, inventory, production, logistics, quality, finance, and aftersales, with practical guidance on ERP modernization, governance, KPIs, implementation trade-offs, and a phased transformation roadmap.