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Introduction For decades, industrial growth was measured by output: more machines, faster production lines, larger facilities. That mindset is quietly disappearing. In 2025, the most competitive industrial companies are not the ones producing the most—they are the ones making the best decisions . The reason is simple. Complexity has outgrown human intuition alone. Markets shift quickly, supply chains break without warning, and operational margins leave no room for guesswork. This is where artificial intelligence has found its true role—not as a buzzword, but as a practical decision partner. From Automation to Intelligence Automation follows instructions. Intelligence questions them. Traditional industrial systems execute predefined rules: if X happens, do Y. AI systems behave differently. They observe outcomes, compare scenarios, and adjust behavior over time. This subtle shift is why AI adoption feels less like a technology upgrade and more like a structural change. Factories ...