Why Do Modern Manufacturing Systems Still Struggle with Visibility? Many manufacturing environments are highly digital on the surface, but the underlying infrastructure tells a different story. Production systems, equipment, and control environments often date back 15 to 25 years. These systems were built for reliability and output, not for integration, analytics, or artificial intelligence. At the same time, expectations have changed. Organizations are now expected to: Impro