The Wrench Factor

Welcome to The Wrench Factor , where we explore the technologies and innovations shaping the future of industrial asset management . In each episode, we dive into the biggest challenges facing frontline professionals , sharing real-world insights and practical strategies to help teams achieve best-in-class operations . From AI to asset reliability, we're talking about what matters most—right from the field. If you have an idea for a future topic, send your suggestion here: podcast@getmaintainx.com Powered by MaintainX

The Wrench Factor is a technology podcast hosted by MaintainX, with 29 episodes on record and a Required Pod Score of 80.

MaintainX hosts The Wrench Factor, a technology show with 29 episodes published.

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  Episode #31

  Live from IMTS 2026: What’s Changing on the Manufacturing Floor

  Sep 22, 202616 minS1

  Every two years, the manufacturing community comes together in Chicago for the biggest trade show in the Western Hemisphere: IMTS, the International Manufacturing Technology Show . For this special in-person episode of The Wrench Factor , Jake Hall (“The Manufacturing Millennial”) and Nick Haase, Co-Founder of MaintainX , sit down inside the MaintainX booth to share what they’re seeing, hearing, and learning from the IMTS show floor. They dig into the rapid rise of AI in manufacturing, how automation and connected equipment are evolving, and why interoperability is becoming increasingly important as more technologies converge on the plant floor. They also discuss the ongoing skilled labor challenge, a new generation of workers pushing for more intuitive technology, and why this year’s AI conversation feels less about possibilities and more about proof. From real-world automation in action to conversations happening across the show floor, Jake and Nick offer a firsthand look at where manufacturing technology is headed—and what leaders should be paying attention to next.

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  Episode #30

  The Skilled Labor Shortage: Why Hiring Isn’t the Only Answer

  Sep 10, 202628 min

  The skilled labor shortage isn't going away. So what can maintenance and manufacturing leaders do about it? In this episode of The Wrench Factor, Nick Haase, Co-Founder of MaintainX, and Jake Hall, The Manufacturing Millennial, dig into findings from a recent industry survey of more than 200 companies and experts on the skilled labor shortage. Rather than simply walking through the numbers, Nick and Jake explore what they mean for maintenance teams on the plant floor—from the difficulty of finding qualified technicians to the knowledge that disappears when experienced workers retire. They discuss why replacing headcount doesn't replace experience, how better maintenance data can help teams advocate for the resources they need, the growing reliance on contractors, and why stronger training and knowledge capture are critical to getting new hires productive faster. For maintenance and manufacturing leaders navigating smaller teams, rising workloads, and a changing workforce, this episode offers a practical look at how to make the most of the people and knowledge you already have. Download The Survival Guide to the Skilled Labor Shortage for free.

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  Episode #29

  The Hidden Cost of Bad Asset Data

  Aug 27, 202625 minS1

  You can invest in the best maintenance technology available—but if your system doesn't accurately reflect what's actually on the plant floor, everything downstream becomes harder. In this episode of The Wrench Factor, guest host Paul Anderson, Strategic Partnerships Manager at MaintainX (An Autodesk Company), sits down with Andi Seabeck, Facility Market Leader at Camcode , to explore one of the most overlooked foundations of a strong maintenance program: accurate asset data. Paul and Andi discuss the real cost of bad asset data, from technicians wasting time searching for equipment to unreliable maintenance histories, ineffective PMs, and poor capital decisions. They also explore why connecting physical assets to their digital records matters, how to approach asset identification and data cleanup without "boiling the ocean," and why maintaining clean data requires ongoing ownership and discipline. And as manufacturers look toward predictive maintenance and AI, Andi explains why getting the fundamentals right is only becoming more important: AI won't fix bad asset data—it will amplify it. For maintenance and operations leaders looking to improve reliability, modernize their programs, or prepare for what's next, this episode is a reminder that sometimes the biggest opportunities start with getting the basics right.

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  Episode #27

  Beyond the AI Demo: What It Takes to Modernize Manufacturing

  Jul 16, 202632 minS1

  AI is getting all the attention—but execution is where manufacturers win or lose. In this episode of The Wrench Factor , host Nick Haase sits down with Vladimir Romanov , founder of Joltek and SolisPLC and co-host of Manufacturing Hub , to explore what it really takes to modernize manufacturing without losing sight of the realities of the plant floor. Together, they unpack why AI has become an integration challenge rather than a technology challenge, how manufacturers can build the right operational foundation before chasing advanced capabilities, and why trust with frontline teams is just as important as the technology itself. Nick and Vlad discuss: Why AI in manufacturing is now an execution problem—not a demo problem What it takes to be "AI-ready," from data foundations to modernization sequencing How to build trust with operators and drive lasting adoption The evolving skills engineers and technicians need as industrial AI advances Whether you're leading maintenance, operations, automation, or digital transformation, this episode offers a practical roadmap for turning industrial technology into measurable operational outcomes.

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  Episode #26

  Why Machine Health Is the Foundation of Industrial AI

  Jun 11, 202625 minS1

  Machine health is no longer just about catching failures before they happen. In this episode of The Wrench Factor, host Nick Haase sits down with Elan Greenberg, CEO of Augury , to discuss how machine health, industrial AI, and workforce intelligence are reshaping the future of manufacturing. Drawing from Augury's experience supporting manufacturers across 40 countries, Elan explains why the biggest challenge isn't collecting more data—it's building trust in the systems, insights, and people needed to act on it. Nick and Elan explore: • Why machine health is becoming a business-wide priority, not just a maintenance initiative • What separates successful enterprise deployments from stalled pilot programs • How manufacturers can break down data silos between machine health, operations, maintenance, and production systems • Where AI is creating real value today—and where organizations are getting distracted by hype • Why trust, adoption, and frontline buy-in matter more than technology alone • How the "silver tsunami" of retirements is changing the workforce conversation • Practical advice for leaders who feel behind on AI, predictive maintenance, and machine health This conversation offers a practical look at what it takes to scale machine health across the enterprise—and how industrial leaders can use AI to help teams make better decisions, solve problems faster, and keep critical operations running.

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