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Lean Tech & AI Journal. Lean thinking for the work AI is changing.

Emerging standards for lean in technology and AI, from the companies and coaches testing the way forward.

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September 2, 2026

Deployed or Developed: The Engineer You Develop 

A forward deployed engineer is dropped into your domain. A forward developed one is built out of it. This is the final part of a series1 on the forward deployed engineer. Part 1 followed the money into the role and ...

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August 26, 2026

Deployed or Developed: We Have Seen This Play Before 

The choice between renting expertise and building it is a century-old decision, and both experiments have run at scale. Only one of them compounded.

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August 19, 2026

Deployed or Developed: The Purple Unicorn Problem

Everyone is hiring for a skill set that barely exists. The capability you need is already on your payroll. This first article of a three-part series[1] examines the role of forward deployed engineers (how they work and ...

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July 22, 2026

Prompting for Problem Solving

The PDCA loop that every lean person already knows also applies to working with a large language model (LLM), but with Prompt replacing Plan. The model does the Do. Check and Act stay mainly with you. Our previous ...

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July 8, 2026

Past, Present, and Future of Lean and AI

Gene Kim, DevOps leader and co-author of Wiring the Winning Organization, joins Tyson Heaton, LEI Executive Director of LeanTech/AI, and Art Smalley, Toyota veteran and LEI advisor, for a lively, enlightening, and ...

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May 13, 2026

The Reengineering Is Coming

Leadership Negligence, Not Technology Failure, Sets the Stage for AI's Most Expensive Correction In 1987, Nobel laureate Robert Solow made an observation that still echoes: "You can see the computer age everywhere but ...

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April 15, 2026

Insource What Matters: A Lesson from Toyota for Lean Practitioners in the Age of AI

There is a moment in lean transformation work that almost every practitioner has experienced. You have made real progress on the floor, in the office, or in the clinic. Flow is improving. Waste is visible. People are ...

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Man sitting next to A.I. robot
March 25, 2026

Wait, That's My Job | How AI Exposed the Organizational Immune System Nobody Wanted to Talk About

AI isn't just disrupting work — it's exposing the organizational immune system. Tyson Heaton reveals who's blocking progress and who's quietly building it.

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When the Gemba Outruns Your Knowledge: The
December 18, 2025

When the Gemba Outruns Your Knowledge: The "Third Coach" in the Room

We arrived at Viwinco with the confidence that experienced lean coaches usually bring. The problem looked straightforward: they were laminating two pieces of glass with a polyvinyl butyral (PVB) interlayer, and they ...

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The Boundary Is Moving: AI Changes What We Expect from Leaders
October 22, 2025

The Boundary Is Moving: AI Changes What We Expect from Leaders

About a year and a half ago at O.C. Tanner, I was doing a shop-floor visit when a night shift team leader showed me something that changed how I think about AI and manufacturing. He'd taught his iPhone to spot defects ...

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August 27, 2025

Accelerating Lean Transformation with AI — Without Losing the Plot

A recent LinkedIn post stopped me in my tracks: “The irony of chasing 10–15% productivity gains through AI when teams are burning 50–80% of their capacity on low-value work and/or multi-tasking is ripe.” AI’s potential ...

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