Will AI replace Patternmakers, Wood?

AI can do 20% of the work Patternmakers, Wood do at least twice as fast. People already use it for 1 of their 20 tasks, while 7 more are ready but barely used so far. Robots can technically handle 11 physical tasks. 1 still needs a person.

AI is already doing this1 · 1% of time

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

  • Compute dimensions, areas, volumes, and weights.Mostly automated1% of time

AI could do this next7 · 19% of time

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

  • Read blueprints, drawings, or written specifications to determine sizes and shapes of patterns and required machine setups.8% of time
  • Select lumber to be used for patterns.3% of time
  • Estimate costs for patternmaking jobs.3% of time
  • Divide patterns into sections according to shapes of castings to facilitate removal of patterns from molds.3% of time
  • Mark identifying information such as colors or codes on patterns, parts, and templates to indicate assembly methods.1% of time
  • Maintain pattern records for reference.1% of time
  • Inventory equipment and supplies, ordering parts and tools as necessary.1% of time

Robots can technically do this11 · 76% 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, operate, and adjust a variety of woodworking machines such as bandsaws and lathes to cut and shape sections, parts, and patterns, according to specifications.Robots: purpose built settings16% of time
  • Trim, smooth, and shape surfaces, and plane, shave, file, scrape, and sand models to attain specified shapes, using hand tools.Robots: purpose built settings14% of time
  • Fit, fasten, and assemble wood parts together to form patterns, models, or sections, using glue, nails, dowels, bolts, and screws.Robots: purpose built settings14% of time
  • Lay out patterns on wood stock and draw outlines of units, sectional patterns, or full-scale mock-ups of products, based on blueprint specifications and sketches, and using marking and measuring devices.Robots: purpose built settings9% of time
  • Verify dimensions of completed patterns, using templates, straightedges, calipers, or protractors.Robots: purpose built settings5% of time
  • Construct wooden models, templates, full scale mock-ups, jigs, or molds for shaping parts of products.Robots: purpose built settings5% of time
  • Finish completed products or models with shellac, lacquer, wax, or paint.Robots: purpose built settings5% of time
  • Correct patterns to compensate for defects in castings.Robots: purpose built settings3% of time
  • Glue fillets along interior angles of patterns.Robots: purpose built settings3% of time
  • Issue patterns to designated machine operators.Robots: purpose built settings1% of time
  • Collect and store patterns and lumber.Robots: purpose built settings1% of time

Still needs a person1 · 4% 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.

  • Repair broken or damaged patterns.4% of time

Your week is not the average

Describe what you actually do and get a personal report: your own tasks, what AI can already do, what stays yours and a 90 day plan.

Get my personal report

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 82% 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 7 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 11 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.
Model Makers, Wood21%Furniture Finishers8%Woodworking Machine Setters, Operators, and Tenders, Except Sawing6%Cabinetmakers and Bench Carpenters4%Sawing Machine Setters, Operators, and Tenders, Wood1%Power Plant Operators20%

Get the weekly brief

One short email a week on how AI is changing work, including jobs like this one.

Check another job