

Five Operational Realities That Determine Whether Industrial AI Delivers
Industrial technology has a habit of turning the latest solution into the next big mandate, from cloud migration to data lakes and now artificial intelligence. However, many industrial organizations are building AI strategies on data foundations that were never designed to support them. Justin Conroy explores why storage alone creates no operational value, why data needs asset context, and how to build a scalable data architecture that survives contact with the plant floor.



















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