This paper explains why AI adoption in the materials and chemicals industry has reached a turning point and how organizations can implement it successfully. After years of steady growth, AI is no longer optional but essential for remaining competitive, as shown by rapid expansion in platform usage and enterprise adoption. Drawing on insights from over 100 customer engagements, the paper highlights what drives real business outcomes, emphasizing faster deployment, effective change management, alignment across teams, and learning from proven customer experience. It positions AI as a strategic capability that must be implemented thoughtfully to deliver lasting value, not just software, in an increasingly competitive market.

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