Manufacturing AI Vision Systems: Automation ROI vs Labor Costs
Manufacturers are evaluating AI vision systems not as isolated inspection tools, but as operational intelligence platforms that affect labor models, ERP workflows, quality control, and plant-level decision systems. This article examines where automation ROI is real, where labor costs still matter, and how enterprises should structure implementation, governance, and scale.