In this episode, Madelyn O’Farrell sits down with Juan Aparicio, Co-Founder and CEO of Reshape Automation, to explore how AI agents are transforming industrial companies and what it really takes to deploy them successfully. Juan shares his journey from Siemens to Silicon Valley startups and ultimately founding Reshape to tackle the gap between massive automation potential and low actual robot adoption in U.S. manufacturing. They dive into the realities of robotics-as-a-service, why so many automation projects end up in the “robot graveyard,” and the critical role of process expertise and vendor partnerships. The conversation also covers the hype and limitations of humanoid robots in factories, and why deterministic, domain-specific AI agents are far better suited than generic copilots for high-stakes industrial use cases.

Highlights from their conversation include:

• Introduction to Juan and Reshape Automation (0:36)  
• How Reshape’s AI Agents Are Designed, Deployed, and Improved (2:13)  
• Juan’s Journey From Spain to Siemens in the U.S. (3:45)  
• Designing the “Factory Of The Future” at Siemens (7:04)  
• Founding Reshape Automation to Tackle the Automation Gap (9:43)  
• The Reality of Robotics as a Service For Manufacturers (11:12)  
• Why So Many Automation Projects Fail in Factories (16:26)  
• Empowering Local Vendors and Integrators With AI Agents (20:53)  
• The Hype and Limits of Humanoid Robots in Industry (22:22)  
• Where Humanoids Actually Make Sense in the Near Term (26:38)  
• Why Deterministic, Domain-Specific AI Beats Generic Copilots (31:00)  
• Ensuring 99.9% Reliability in Industrial AI Agents (35:48)

Dynamo Ventures is a venture firm backing founders upgrading the physical economy. As intelligence moves into critical infrastructure and technology collides with physics, industry is entering a new era of transformation - the industrial renaissance.

Born from the dirt and grit of supply chains and shaped by operations, not spreadsheets, Dynamo focuses on the complex realities of building in the real world. We invest in companies transforming infrastructure, manufacturing, logistics, transportation, and the systems that power global commerce.

Dynamo works closely with founders who combine ambition with a bias to action, bringing a builder mindset to venture capital through deep operational insight, systematic pressure-testing and hands-on partnership.

Our purpose is simple: to back the relentless shaping the industrial renaissance. Learn more at www.dynamo.vc.

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