The Real Problem AI Needs to Solve in Manufacturing

The Real Problem AI Needs to Solve in Manufacturing

From Augmented Ops by Tulip

January 15, 2026 · 21 min

About this episode

Chris Luecke and Natan Linder discuss the role of AI in manufacturing and the importance of a human-first culture in frontline operations.

Read about Tulip’s $120M Series D 👉 http://tulip.co/press/tulip-secures-120m-series-d/ In this conversation, Chris Luecke, host of the Manufacturing Happy Hour podcast, joins Natan Linder to discuss AI in manufacturing, and how Mitsubishi Electric’s lead investment in Tulip’s $120M Series D helps to accelerate our mission to scale our composable platform, support an open ecosystem for frontline operations, and supports AI-enabled and human-driven innovation. Key themes from this conversation include: • Why "software-defined manufacturing" is essential for modern supply chains. • The rise of the AI process engineer, and real-world implications of AI adoption among frontline process engineers. • The importance of building a transparent, human-first culture in frontline operations. Augmented Ops is a podcast for industrial leaders, citizen developers, shop floor operators, and anyone else that cares about what the future of frontline operations will look like across industries. This show is presented by Tulip, the Frontline Operations Platform. You can find more from us at Tulip.co/podcast or by following the show on LinkedIn. Special Guest: Chris Luecke.

People in this episode

Host: Chris Luecke

Guest: Natan Linder

Topics covered

  • AI in manufacturing
  • software-defined manufacturing
  • AI process engineer
  • human-first culture
  • frontline operations

Keywords

  • AI
  • manufacturing
  • software-defined
  • frontline operations
  • human-first culture
  • process engineer
  • supply chains

Mentioned in this episode

Organizations: Mitsubishi Electric, Tulip, Manufacturing Happy Hour

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