Building Manufacturing Operations Intelligence Across Planning and Execution
Manufacturers cannot improve margin, service, and resilience when planning and execution run on different assumptions. This article explains how to build operations intelligence across demand, procurement, production, inventory, quality, maintenance, logistics, and finance using an integrated ERP and data model, with practical guidance for governance, KPIs, implementation sequencing, and risk control.