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AI is starting to change the shop in ways that go far beyond ChatGPT.

Andrew and Jay compare notes on the AI tools they are actually using, from automating invoices and administrative work to the possibility of simply describing a part and having AI build a 3D-printable model. They talk about where Autodesk Fusion’s AI tools are today, why learning CAD may look very dif...


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Andrew recently sold an underutilized CNC lathe, which raises a bigger question: when an investment does not work out as planned, was the money wasted? How do you gauge what value you got out of it, even in learning?

Andrew and Jay discuss knowing when to experiment, when to hire expertise instead of learning everything yourself, and why good business owners need to und...


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What happens when the systems meant to make your shop more efficient start creating more complexity? Can automation be dangerous? When a system works reliably, how do you keep human checks from becoming mindless? When should something live on a checklist, and when should it simply be automated? And what happens when you keep stacking new solutions on top of problems that have...


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What does a real lean shop look like when the cameras aren’t hiding the mess?

In this episode of Lean Built, Jay Pierson goes solo to break down a behind-the-scenes day at Pierson Workholding...and some of the misconceptions people have about lean manufacturing. A lean operation isn’t necessarily spotless, effortless, or perfectly optimized. Sometimes two guys wrapping ...


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If you’re heading to IMTS 2026, don’t spend three days wandering around looking at machines you could have watched on YouTube.


In this episode, Andrew and Jay share their best advice for machine shop owners who want to get real value out of IMTS, from crafting a better elevator pitch and making the right connections to finding hidden capacity gains in the tooling,...


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