AI in Manufacturing: How to Prove ROI and Earn Executive Buy-In

by Nick LeederBeyond the Buzzwords, SCALE, STARTPosted on Comments are Disabled

AI in manufacturing ROI is no longer a theoretical conversation. It’s a litmus test. Every manufacturing executive I speak to is saying the same thing: “Don’t give me a lab experiment. Show me something that works, and makes money.” That shift is critical. For years, smart manufacturing efforts got stuck in what many call “pilot purgatory”. …

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Scaling Industry 4.0 in Manufacturing

Scaling Industry 4.0 in Manufacturing: From Pilots to ROI at Scale

by Nick LeederBeyond the Buzzwords, SCALEPosted on Comments are Disabled

If you’ve ever tried scaling industry 4.0 in manufacturing plant, you’ll recognise this story. A new system goes live on one line. It runs well. You get a bump in uptime or energy efficiency. Everyone’s optimistic. The pilot proves that Industry 4.0 works. But then it fizzles. Rollout plans get deprioritised. Budget discussions go quiet. …

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