While experiencing a skilled labour shortage, manufacturers struggle to keep up with product demand. Many use robotics to assist with production, but lack the systems connectivity needed to leverage machine learning for continuous optimisation. Customer service suffers as these companies focus more on maintaining production schedules than supporting customers. And time spent servicing machinery negatively impacts production and profits.