Productivity and equipment reliability are key in successful manufacturing operations. Companies are embracing a digital, data-driven approach to automation that includes machine learning to increase productivity, improve reliability, and lower maintenance costs. An effective digital transformation involves positioning for the future while simultaneously balancing legacy systems. In this edition of Insights, Krystian Tolloczko of Bridge Automation provides several best practices and outlines a comprehensive approach for digital transformation of complex manufacturing operations.