LinkedIn·Thursday, 16 July 2026·16 Jul 2026
On most machines, the settings that decide the outcome live in one person's head. That works, right up until they're on holiday, or a new…
Leap Technologies
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On most machines, the settings that decide the outcome live in one person's head.
That works, right up until they're on holiday, or a new variant shows up, or the material starts behaving differently than it did last month. Meanwhile the machines get more configurable and the jobs more variable. More knobs, less time to turn them.
So we put together a primer on how much of that a machine can work out for itself. What gets called setting automation mostly comes down to three moments: what past jobs tell you before a run, what measurements tell you during it, and what the operator decides when a proposal lands in front of them.
You don't have to build all three. A warm start with no online correction is still worth having. Online correction with no history is still worth having. Plenty of machines close the loop without asking anyone, and for some processes that's the right call.
An open question for machine builders and production companies: who has a system to decide settings when a new job arrives, or does it mostly live in people's heads? Happy to trade notes.
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