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AI exposure report

Will AI replace Potters, Manufacturing?

The core of your work stays human. For you, AI is mainly an amplifier.

Task exposure to today's AI

15/100

Low exposure

This is the occupation's typical task mix. Your own score can be up to 30 points higher or lower depending on how you work: routine share, people contact, judgment and how much you already use AI.

Get your personal score

Will AI replace Potters, Manufacturing?

Not entirely. Today's AI tools can take on about 15% of the typical work in this occupation, mostly: design clay forms and molds, and decorations for forms. The parts that stay human include: Raise and shape clay into wares, such as vases and pitchers, on revolving wheels, using hands, fingers, and thumbs.; Mix and apply glazes to pottery pieces, using tools, such as spray guns.; Press thumbs into centers of revolving clay to form hollows, and press on the inside and outside of emerging clay cylinders with hands and fingers, gradually raising and shaping clay to desired forms and sizes..

People who learn to use AI for the automatable parts keep the edge. The 3-phase plan below shows where to start.

Which tasks AI can take on

The largest tasks in this occupation, their share of the working week, and how much of each today's AI tools can do.

TaskAutomatable
Design clay forms and molds, and decorations for forms. 55%
Operate gas or electric kilns to fire pottery pieces. 15%
Mix and apply glazes to pottery pieces, using tools, such as spray guns. 12%
Raise and shape clay into wares, such as vases and pitchers, on revolving wheels, using hands, fingers, and thumbs. 7%
Press thumbs into centers of revolving clay to form hollows, and press on the inside and outside of emerging clay cylinders with hands and fingers, gradually raising and shaping clay to desired forms and sizes. 7%
Smooth surfaces of finished pieces, using rubber scrapers and wet sponges. 7%

+ 17 more tasks (51% of the week) in the full test.

Your human edge

  • Raise and shape clay into wares, such as vases and pitchers, on revolving wheels, using hands, fingers, and thumbs.
  • Mix and apply glazes to pottery pieces, using tools, such as spray guns.
  • Press thumbs into centers of revolving clay to form hollows, and press on the inside and outside of emerging clay cylinders with hands and fingers, gradually raising and shaping clay to desired forms and sizes.

AI tools to try

Production and quality software with AIChatGPT / Claude for instructions and reportsVisual inspection systems

Related roles

A 3-phase AI learning plan

Phase 1

AI for instructions and reports

  • Work instructions and checklists in plain language.
  • Shift reports and defect logs.
  • Learn new machines and procedures with AI as a tutor.

Project

Use AI to turn your kiln firing and glaze-spraying routines into a one-page illustrated checklist plus a daily defect log template, and run it for 10 firings.

Phase 2

Quality and data

  • How visual inspection and quality systems work.
  • Read production data and spot trends.
  • Report problems with clear evidence.

Project

Photograph 50 fired pieces, log crazing, pinholing and warping against kiln and glaze data in a spreadsheet, and have AI summarise the top 3 defect trends with evidence.

Phase 3

Toward technician or lead roles

  • Automation, robotics and maintenance basics.
  • Process improvement (lean, root cause).
  • Lead a shift or a small team.

Project

Run an AI-assisted root cause analysis on your highest-loss defect, trial one process change over 2 weeks, and brief a teammate on the new standard work.
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