Owens Corning turned 85 years of lab notebooks into an AI-powered knowledge base

Owens Corning, a global building materials manufacturer, has transformed its operations by integrating AI into its traditional industry practices, fostering a culture of innovation and experimentation among employees. Under the leadership of Senior Vice President and CIO Annie Baymiller, the company shifted from top-down mandates to a more grassroots approach, encouraging engineers, safety managers, and scientists to explore AI applications that improve efficiency and decision-making. This transformation led to the digitization of 85 years of R&D data, creating a searchable AI-powered knowledge base that accelerates innovation by preventing redundant research. In terms of safety, Owens Corning uses AI for predictive risk management, analyzing historical safety data to foresee and mitigate potential hazards. The company also established a balance between innovation and governance through an AI Community of Practice and a Responsible AI Group, ensuring safe and ethical AI experimentation. Owens Corning’s approach, characterized by a "breadcrumb strategy" that celebrates small victories and makes AI accessible, serves as a model for traditional industries looking to adopt AI effectively, emphasizing the importance of data foundation, clear boundaries, and storytelling to drive transformation.

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