Will AI replace Tool Grinders, Filers, and Sharpeners?

AI can do 0% of the work Tool Grinders, Filers, and Sharpeners do at least twice as fast. None of their 18 tasks show real AI use yet. Robots can technically handle 16 physical tasks. 2 still need a person.

AI is already doing this0 · 0% of time

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

  • Real AI use has not reached any of this job's tasks yet.

AI could do this next0 · 0% of time

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

  • No other tasks in this job can be sped up by AI today.

Robots can technically do this16 · 92% 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.

  • Set up and operate grinding or polishing machines to grind metal workpieces, such as dies, parts, and tools.Robots: purpose built settings30% of time
  • Inspect, feel, and measure workpieces to ensure that surfaces and dimensions meet specifications.Robots: purpose built settings13% of time
  • Monitor machine operations to determine whether adjustments are necessary, stopping machines when problems occur.Robots: structured workplaces10% of time
  • File or finish surfaces of workpieces, using prescribed hand tools.Robots: purpose built settings8% of time
  • Remove finished workpieces from machines and place them in boxes or on racks, setting aside pieces that are defective.Robots: purpose built settings5% of time
  • Dress grinding wheels, according to specifications.Robots: purpose built settings4% of time
  • Select and mount grinding wheels on machines, according to specifications, using hand tools and applying knowledge of abrasives and grinding procedures.Robots: purpose built settings4% of time
  • Perform basic maintenance, such as cleaning and lubricating machine parts.Robots: purpose built settings4% of time
  • Compute numbers, widths, and angles of cutting tools, micrometers, scales, and gauges, and adjust tools to produce specified cuts.Robots: purpose built settings4% of time
  • Inspect dies to detect defects, assess wear, and verify specifications, using micrometers, steel gauge pins, and loupes.Robots: purpose built settings4% of time
  • Fit parts together in pre-assembly to ensure that dimensions are accurate.Robots: purpose built settings3% of time
  • Turn valves to direct flow of coolant against cutting wheels and workpieces during grinding.Robots: structured workplaces1% of time
  • Duplicate workpiece contours, using tracer attachments.Robots: purpose built settings1% of time
  • Straighten workpieces and remove dents, using straightening presses and hammers.Robots: purpose built settings1% of time
  • Attach workpieces to grinding machines and form specified sections and repair cracks, using welding or brazing equipment.Robots: purpose built settings1% of time
  • Place workpieces in electroplating solutions or apply pigments to surfaces of workpieces to highlight ridges and grooves.Robots: purpose built settingsunder 1% of time

Still needs a person2 · 8% 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.

  • Study blueprints or layouts of metal workpieces to determine grinding procedures, and to plan machine setups and operational sequences.5% of time
  • Remove and replace worn or broken machine parts, using hand tools.3% of time

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What this means

Little of this work suits AI. The bigger change here is robots: today's robots can technically do 92% of the working time, though they are rarely cheap enough to replace people yet.

What to do next

  • Keep an eye on the 16 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 2 tasks that stay human. This is where your judgment, skill and relationships matter most.
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