The 40% Problem in Industrial AI
· Hybrid Manufacturing

The 40% Problem in Industrial AI

Why Many Projects Stall and What Moves Them ForwardEndurance athletes talk about the “40% wall.” It is the point where the body feels spent, even though much more capacity remains. David Goggins uses it to describe the moment when discomfort is mistaken for a hard limit.Industrial AI projects hit a similar wall.Manufacturers deploy analytics, connect […]

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Scaling AI-driven reliability in process manufacturing: culture first, then code
· Process Manufacturing

Scaling AI-driven reliability in process manufacturing: culture first, then code

AI, prescriptive maintenance, and edge analytics are reshaping how process plants run. Yet the gap between a successful pilot and full-scale impact rarely closes on technology alone. The differentiators are culture, operating model, and data foundations.Build versus partner: keep the core, rent the niche Keep in-house: architecture, data governance, cybersecurity, product ownership, and integration with […]

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