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before we get started with the deep dive letamp;#39;s have a look at the overview of this workflow which is provided by the visual machine awareness product suite the ecosystem we see here is based around enhancing processes that require operators and quality analysts on the shop floor today to use their eyes it consists of in the first step a workpiece an object or a tool to be monitored by the system in the second step we connect an ip based camera to cinemaric edge and in a third step you can see that we provide model training data in order to create ai models which can then be provided back to the edge device directly after this step is complete we can also enable integration with industrial controllers and we can use these models weamp;#39;ve created to realize multiple types of use cases this workflow can be applied within a machine itself within an automation cell or in shop floor environments and the key applications that are enabled by this ecosystem are manage my ai