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Lakshmi Duvoor on Turning AI Pilots into Scalable Manufacturing Value

October 3, 2025
October 3, 2025
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How manufacturers can scale AI by overcoming data

Automation World has published an article by Lakshmi Duvoor, Head of U.S. Central Business Unit at Altimetrik, titled “Scaling AI in Manufacturing: Overcoming Data and Organizational Barriers.”

Lakshmi explains why most manufacturing AI pilots stall — not because of the technology, but due to fragmented data and the disconnect between IT and OT teams. He emphasizes the need for standardized data, cross-functional collaboration, and adaptive AI models that learn from variability rather than rigid parameters.

As he notes: “Models should be capable of learning from variability rather than relying on rigid parameters, allowing them to adapt to new products or formats.”

The article lays out a roadmap for building scalable, adaptive AI-driven automation systems that can deliver real, repeatable value across plants and production lines.

Real results in action

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Amit singh

“Amit Singh is the Chief Strategy Officer and Chief of Staff to the CEO at Altimetrik, where he drives corporate strategy, growth acceleration, and value creation through transformation initiatives. In this dual role, he partners closely with leadership teams, investors, and the board to align business strategy with sustained, technology-driven growth.

With over two decades of experience at the intersection of technology, business, and transformation, Amit brings a unique perspective on how organizations can innovate and adapt in a rapidly evolving digital landscape. His career has been defined by building high-performing teams, scaling innovative platforms, and driving organizational change to deliver lasting impact.

Before joining Altimetrik, Amit held senior leadership roles at Visa, where he led technology strategy, engineering, and product development for Real-Time Payments and the Visa Developer Platform. Earlier, he served as Chief Product Officer at a startup and spent more than a decade at Oracle, leading product and engineering teams across a wide range of enterprise software applications.”

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