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In a conversation with Automation World, Chandra Surbhat – Senior Vice President and Head of Industrial AI and Intelligent Process Operations at Altimetrik, discusses why many industrial AI initiatives struggle to move beyond the pilot stage.

He explains that isolated solutions, limited scalability and a lack of integration with core systems such as ERP, MES and PLM often prevent manufacturers from achieving broader business outcomes. To overcome these barriers, Chandra recommends starting with clearly defined business goals, delivering measurable value in stages and designing enterprise integration into the solution from the outset.

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