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Five Successful AI and ML Use Cases In Manufacturing: Machine learning and Deep learning to industrial processes optimization. Machine learning can help manufacturers prevent equipment failures before they come up. Machine vision-based quality control system recognizes defects like scratches, leaks, and other unwanted issues. The energy sector can embrace AI for power consumption forecasting and optimization. Supply chain management software uses deep neural networks to analyze such data as material inventory, inbound shipments and work-in-processes, as well as market trends, consumer sentiments, and weather forecasts.