# The Automation Trap: Turning Struggle into a Lean Legacy, Ep #22

- Show: [Lights Out](https://hardwarepodcasts.com/podcast/lights-out)
- Published: 2025-08-15
- Length: 40m
- Episode: 22
- Page: https://hardwarepodcasts.com/podcast/lights-out/2025-08-15-the-automation-trap-turning-struggle-into-a-lean-legacy-ep-22
- Listen: https://8819970d-2c51-481c-b08a-4d2a806885b2.libsyn.com/the-automation-trap-turning-struggle-into-a-lean-legacy-ep-22

## Summary

Nick Golner, Caleb Mertz, and David Buick conclude the 'Automation Trap' narrative arc, detailing how Gary Carlson transformed his struggling shop, Iron Clunk Machining, into the thriving Iron Wheel Manufacturing. The hosts discuss the implementation of lean principles, specific automation technologies like palletized systems and in-process probing, and the introduction of an 'Overall Employee Engagement' metric to drive continuous improvement. They emphasize that selective customer partnerships and high-margin aerospace contracts were key to the turnaround, supported by ProShop ERP for quality management and operational visibility.

## Chapters

- [2:44](https://hardwarepodcasts.com/podcast/lights-out/2025-08-15-the-automation-trap-turning-struggle-into-a-lean-legacy-ep-22#t=164) Introduction and Series Recap
- [6:06](https://hardwarepodcasts.com/podcast/lights-out/2025-08-15-the-automation-trap-turning-struggle-into-a-lean-legacy-ep-22#t=366) Iron Clunk to Iron Wheel Transformation
- [8:40](https://hardwarepodcasts.com/podcast/lights-out/2025-08-15-the-automation-trap-turning-struggle-into-a-lean-legacy-ep-22#t=520) Overall Equipment Effectiveness and Employee Engagement Metrics
- [12:58](https://hardwarepodcasts.com/podcast/lights-out/2025-08-15-the-automation-trap-turning-struggle-into-a-lean-legacy-ep-22#t=778) Lean Automation, Quality Certifications, and High-Margin Contracts
- [19:27](https://hardwarepodcasts.com/podcast/lights-out/2025-08-15-the-automation-trap-turning-struggle-into-a-lean-legacy-ep-22#t=1167) Leadership, Culture, and the Vision Founder Fit Model
- [29:14](https://hardwarepodcasts.com/podcast/lights-out/2025-08-15-the-automation-trap-turning-struggle-into-a-lean-legacy-ep-22#t=1754) Shop Turnaround Timeline and Future Tech Focus

## Topics

- [Scaling production](https://hardwarepodcasts.com/topic/scaling-production)
- [Leadership, teams & culture](https://hardwarepodcasts.com/topic/leadership-and-culture)
- [Design for manufacturing & NPI](https://hardwarepodcasts.com/topic/design-for-manufacturing)
- [Quality & yield](https://hardwarepodcasts.com/topic/quality-and-yield)
- [Pricing, margins & unit economics](https://hardwarepodcasts.com/topic/pricing-and-unit-economics)

## Most relevant to

companies scaling up

## Mentioned

- Iron Clunk Machining (company)
- Iron Wheel Manufacturing (company)
- ProShop ERP (tool)
- Hennig Workflow Automation (tool)
- Space Corps Enterprises (company)
- Matsura (company)
- Leanstream (company)
- Higher MFGleaders (company)

## Related episodes from other shows

- [Manufacturing's Past, Present, and Future w/ Jim Carr](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2021-06-15-manufacturings-past-present-and-future-w-jim-carr) (The Manufacturing Executive)
- [A 100-Year Manufacturing Journey: Navigating Change While Honoring Legacy w/ Matthew Feldman and Mike Feldman](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2026-02-10-a-100-year-manufacturing-journey-navigating-change-while-honoring-legacy-w-matth) (The Manufacturing Executive)
- [160: Buying a Manufacturing Company and Reimagining Upskilling with Bill Berrien, CEO of Pindel Global Precision](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2023-11-07-160-buying-a-manufacturing-company-and-reimagining-upskilling-with-bill-berrien) (Manufacturing Happy Hour)
- [The New ROI of Automation w/ Scot Lindemann](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2022-02-08-the-new-roi-of-automation-w-scot-lindemann) (The Manufacturing Executive)
- [What Happens When Every Action Becomes A Data Point: EMS@C-Level with FermionX MD Will Patrick](https://hardwarepodcasts.com/podcast/ems-c-level/2025-10-29-what-happens-when-every-action-becomes-a-data-point-ems-c-level-with-fermionx-md) (EMS@C-LEVEL)

## Citing this page

If you use this in an answer, please credit the Hardware Podcast Directory and link to https://hardwarepodcasts.com/podcast/lights-out/2025-08-15-the-automation-trap-turning-struggle-into-a-lean-legacy-ep-22. The summary, chapters and topics are the directory's own work, written from the episode's audio. The episode itself, its title and its audio belong to Lights Out.