Augmented Ops

The life sciences industry has long justified slow digital adoption through regulation. But as technology adoption accelerates faster than guidance, that logic is breaking down.

In this episode, Michelle Vuolo and Gilad Langer discuss why speed has become a defining challenge for pharma and medical device manufacturers. Drawing on experience from ISPE, quality leadership, and decades in regulated operations, they explore ...

Manufacturing is often discussed in terms of technology, productivity, and investment — but rarely in terms of people as infrastructure. In this episode of Augmented Ops, Stacey Weismiller, Founder of the American Manufacturing Futures Institute, joins Natan Linder to reframe the conversation.

Stacey draws on her background spanning manufacturing, economic development, and global policy to explore why people, access, and ...

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 A...

AI is rapidly reshaping life sciences manufacturing—but as intelligent systems move into regulated environments, questions around validation, governance, and trust become unavoidable.

In this episode of Augmented Ops, host Michelle Vuolo, Head of Quality at Tulip, is joined by Bryan Ennis, Chief Quality Officer and Founder of Sware, and Martin Heitmann, of the Triality Group. Together, they explore what it really takes to...

Robotics has promised to transform manufacturing and logistics for decades — but turning intelligent machines into reliable, everyday operators remains hard. In this episode of Augmented Ops, Natan Linder sits down with Yaro Tenzer, co-founder and CEO of RightHand Robotics, to talk about what it actually takes to deploy AI-powered robotics in real operational environments.

Yaro shares lessons from building robotic systems...

What does the future of process engineering look like in an era shaped by AI, automation, and rapid operational change? In this episode, Chris Luecke joins Natan Linder to explore how the role is evolving, what still defines great engineering, and why human judgment remains essential on the modern shop floor.

Chris is the host of Manufacturing Happy Hour and one of the most connected voices in the industry. Before steppin...

AI is often described as a revolution, but every technological leap has deep roots in the human story. In this episode of Augmented Ops, MIT Professor and author David Mindell joins Tulip CEO Natan Linder to discuss how history can help us navigate the rise of intelligent systems.

Mindell, a historian, engineer, and entrepreneur, shares insights from his latest book, The New Lunar Society, which traces the origins of the ...

Manufacturing is entering a new phase of AI adoption, one where intelligent systems don’t just generate insights but take action in context. In this episode of Augmented Ops, host Mason Glidden, Tulip’s Chief Product Officer, is joined by Olga Stroilova, Group Product Lead, and Pete Hartnett, Group Product Manager, to discuss how agentic AI is redefining what’s possible on the factory floor.

Together, they unpack the evol...

Kicking off Season 6, Natan and Tulip CMO Madilynn Castillo reflect on Operations Calling 2025—recorded just after nearly 800 manufacturing leaders, engineers, and frontline pros converged at Tulip HQ for Tulip’s biggest event to date. More than a showcase of technology, this two-day experience blended strategy, execution, and genuine community. Attendees dove into headline keynotes, fireside chats, interactive workshops, ...

In this bonus episode, our guest is Liz Reynolds, manufacturing and workforce expert at MIT and strategic advisor to Tulip..

Fresh from Detroit's Reindustrialize conference, Liz and Natan share key insights on America's urgent push to bring manufacturing back home. They explore the "Spring of momentum" in reindustrialization efforts, from AI moving beyond hype to real implementation on the shop floor, an...

This week marks the final episode of Season 5 of Augmented Ops! Natan and Erik look back and share their biggest takeaways from conversations with CEOs, frontline engineers, and operations leaders.

They unpack marketing hype vs. the current state of AI on the shop floor, the rise of citizen developers, and why “digital transformation” needs a serious rebrand.

They also dive deep into the demise of traditional MES, explor...

This week’s guest is Bob Buhlmann, Head of Quality Digital and Computer Strategy at AstraZeneca.

Bob shares how technology has evolved over the course of his 35+ years in the pharma industry, the hurdles pharma companies often face when adopting emerging technology, and the future of quality management.

He also takes a deep dive into validation, the challenges associated with validating software created by citizen devel...

This week’s guests are Ryan Infantozi of VEKA, Esmeralda Gonzalez of Stanley Black & Decker, and Cuyler Monahan of Agility EMS.

The three represent a new generation of frontline engineers—dedicated shop floor problem solvers applying digital technology to tackle the diverse set of challenges each of their operations face on a daily basis.

The three share best practices and lessons learned on the shop floor, how manuf...

This week’s guest is Jim Fox, SVP of Americas Supply Operations at AstraZeneca.

Jim explains how digital manufacturing in pharma has evolved over his nearly 3 decades in the industry, from basic automation and data collection to advanced predictive modeling and integrated digital ecosystems—and why having humans in-the-loop continues to be critical despite these advancements in autonomy.

He also shares his perspective on...

This week’s guest is Joel Fidalgo, CIO of NextPharma.

Joel shares how NextPharma is bridging IT and operations to lead digital transformation across a decentralized CDMO network, and taking a modular, app-based approach to MES and eBR.

He also explores the changing role of the CIO in driving innovation on the shop floor, the importance of cross-functional collaboration, and the challenges of scaling standardized solutio...

This week, Natan Linder, Co-Founder and CEO of Tulip sits down with Madilynn Castillo, Tulip’s CMO for a recap of their experiences at this year’s Hannover Messe—the world’s largest industrial trade fair.

They explore the overwhelming AI hype at the fair, the confusion it creates for manufacturers, and the persistent gap between marketing and real operational impact when it comes to these shiny new tools. Plus, an overvie...

This week, we're at Hannover Messe, the world’s largest industrial trade show.

We’re foregoing our usual episode this week, but, we’ll be recording our annual on-site episode at the show later this week covering the state of the industry, analyzing the trends we’re seeing, and cutting through the hype to figure out which of the latest technologies on display here at Hannover will have real impact on the shop floor.

This week’s guest is Audrey Van de Castle, Senior Director of Operational Excellence Technology at Stanley Black & Decker.

Audrey breaks down the challenges of scaling digital initiatives across 100+ manufacturing sites, how to balance governance with citizen development, and the need to move past the buzzwords and invest in technology that can make a difference on the shop floor today.

She also shares insights into...

This week’s guest is Erik Udstuen, Co-founder and CEO of TwinThread.

Erik shares insights from his 30+ years in industrial software, discussing how AI and digital twins are transforming manufacturing by standardizing data, optimizing operations, and driving operational excellence.

He also dives into the challenges of industrial data standards, the importance of empowering engineers with no-code/low-code tools, and why AI...