# The Automation Trap: Why Automating Chaos Won't Save You, Ep #18

- Show: [Lights Out](https://hardwarepodcasts.com/podcast/lights-out)
- Published: 2025-06-20
- Length: 47m
- Episode: 18
- Page: https://hardwarepodcasts.com/podcast/lights-out/2025-06-20-the-automation-trap-why-automating-chaos-wont-save-you-ep-18
- Listen: https://8819970d-2c51-481c-b08a-4d2a806885b2.libsyn.com/the-automation-trap-why-automating-chaos-wont-save-you-ep-18

## Summary

Hosts Nick Golner and Caleb Mertz, joined by workholding expert Eric Nekich, analyze the first chapter of a fictional story about Gary, owner of IronClunk Machining, who attempts to automate his chaotic shop by copying Klaus of LeanStream Precision. The discussion highlights Gary's critical errors: automating before stabilizing processes, fixating on spindle utilization instead of OEE, and purchasing a cobot for a high-mix environment where pallet loading would be more appropriate. The hosts emphasize that automation amplifies existing inefficiencies and that shop culture, financial transparency, and value stream mapping are prerequisites for successful automation.

## Chapters

- [0:00](https://hardwarepodcasts.com/podcast/lights-out/2025-06-20-the-automation-trap-why-automating-chaos-wont-save-you-ep-18#t=0) Introduction and Story Setup: IronClunk's Chaos
- [7:10](https://hardwarepodcasts.com/podcast/lights-out/2025-06-20-the-automation-trap-why-automating-chaos-wont-save-you-ep-18#t=430) Process Readiness and the 5S Foundation
- [11:27](https://hardwarepodcasts.com/podcast/lights-out/2025-06-20-the-automation-trap-why-automating-chaos-wont-save-you-ep-18#t=687) Maestro and Integrated Inspection with Hexagon
- [18:00](https://hardwarepodcasts.com/podcast/lights-out/2025-06-20-the-automation-trap-why-automating-chaos-wont-save-you-ep-18#t=1080) Comparing Shops: Klaus's LeanStream vs. IronClunk
- [25:13](https://hardwarepodcasts.com/podcast/lights-out/2025-06-20-the-automation-trap-why-automating-chaos-wont-save-you-ep-18#t=1513) Gary's Desperation and the Spindle Utilization Trap
- [35:32](https://hardwarepodcasts.com/podcast/lights-out/2025-06-20-the-automation-trap-why-automating-chaos-wont-save-you-ep-18#t=2132) Cobot Myths and Application Red Flags
- [40:30](https://hardwarepodcasts.com/podcast/lights-out/2025-06-20-the-automation-trap-why-automating-chaos-wont-save-you-ep-18#t=2430) Cliffhanger and Lessons on Value Stream Mapping

## Topics

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

## Most relevant to

companies scaling up

## Mentioned

- ProShop ERP (tool)
- Hexagon (company)
- Maestro (product)
- LeanStream Precision (company)
- IronClunk Machining (company)
- Modern Machine Shop (other)
- The Goal (other)
- The Toyota Way (other)

## Related episodes from other shows

- [Ep. 10 - Automation Equipment](https://hardwarepodcasts.com/podcast/open-hardware-manufacturing-podcast/2023-12-07-ep-10-automation-equipment) (Open Hardware Manufacturing Podcast)
- [287: The Art of Precision Manufacturing: Why Humans Still Matter on the Factory Floor | Live from The Manufacturing Exchange in Rochester, NY (Powered by Fathom)](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-05-12-287-the-art-of-precision-manufacturing-why-humans-still-matter-on-the-factory-fl) (Manufacturing Happy Hour)
- [#037 - Disrupting with digital manufacturing, with Nick Pinkston of Plethora, USA](https://hardwarepodcasts.com/podcast/the-hardware-entrepreneur/2017-09-13-037-disrupting-with-digital-manufacturing-with-nick-pinkston-of-plethora-usa) (The Hardware Entrepreneur)
- [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)
- [Bringing Lean Manufacturing to Life Through Visual Workspaces w/ Steve Riley](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2025-12-30-bringing-lean-manufacturing-to-life-through-visual-workspaces-w-steve-riley) (The Manufacturing Executive)

## Citing this page

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