Case Study Until recently, factories relied on hardware- defined automation. The model worked but required heavy human interaction and ultimately slowed efficiency. It also lacked the insights of the fully connected automation we can access now. Today, end-to-end automation uses software to pull data insights from the factory floor – and helps transform your business. And machine learning can help you create more productive end-to-end operations, meet customer needs and free your team to focus on more strategic tasks. Software-driven insights help the production floor “When it comes to manufacturing, we incorporate intelligence not just in the hardware, but in the software that makes the hardware work,” said Mike Doiron, our vice president of engineering quality excell

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