Will AI replace Coil Winders, Tapers, and Finishers?

AI can do 16% of the work Coil Winders, Tapers, and Finishers do at least twice as fast. People already use it for 1 of their 11 tasks, while 2 more are ready but barely used so far. Robots can technically handle 7 physical tasks. 1 still needs a person.

AI is already doing this1 · 4% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Record production and operational data on specified forms.Mostly assisted4% of time

AI could do this next2 · 13% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • Examine and test wired electrical components such as motors, armatures, and stators, using measuring devices, and record test results.8% of time
  • Review work orders and specifications to determine materials needed and types of parts to be processed.5% of time

Robots can technically do this7 · 81% of time

Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.

  • Operate or tend wire-coiling machines to wind wire coils used in electrical components such as resistors and transformers, and in electrical equipment and instruments such as bobbins and generators.Robots: purpose built settings29% of time
  • Attach, alter, and trim materials such as wire, insulation, and coils, using hand tools.Robots: purpose built settings15% of time
  • Cut, strip, and bend wire leads at ends of coils, using pliers and wire scrapers.Robots: purpose built settings10% of time
  • Select and load materials such as workpieces, objects, and machine parts onto equipment used in coiling processes.Robots: purpose built settings10% of time
  • Stop machines to remove completed components, using hand tools.Robots: purpose built settings8% of time
  • Line slots with sheet insulation, and insert coils into slots.Robots: purpose built settings6% of time
  • Apply solutions or paints to wired electrical components, using hand tools, and bake components.Robots: purpose built settings4% of time

Still needs a person1 · 3% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Disassemble and assemble motors, and repair and maintain electrical components and machinery parts, using hand tools.3% of time

Your week is not the average

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What this means

AI can speed up parts of this job, mostly the paperwork and information work around it. The core still depends on hands, presence or relationships. Robots are the other change to watch: they can technically do 89% of the working time.

What to do next

  • Do the 1 task AI is already handling with AI yourself. Your peers already are, and it is quickly becoming the baseline.
  • Get ahead on the 2 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 7 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 1 task that stay human. This is where your judgment, skill and relationships matter most.
Electrical and Electronic Equipment Assemblers21%Electromechanical Equipment Assemblers0%Aircraft Structure, Surfaces, Rigging, and Systems Assemblers7%Fiberglass Laminators and Fabricators5%Team Assemblers5%Timing Device Assemblers and Adjusters4%

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