FactoryTalk Analytics, by Rockwell Automation, provides industrial manufacturing practitioners with a complete spectrum of descriptive to prescriptive analytics solutions for achieving business outcomes such as overall equipment effectiveness (OEE) improvement, downtime reduction, and quality or process improvements. FactoryTalk Analytics also integrates seamlessly with the InnovationSuite Augmented Reality and MES solutions to bring actionable insights to the shop floor and optimize the supply chain operations at the enterprise level. With visual tools, the ability to put data science in the hands of domain experts, and innovative analytical templates to drive proven results, the entire machine learning workflow is supported from data to value for addressing predictive maintenance, anomaly detection, and model process control use cases.