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AI exposure report

Will AI replace Proofreaders and Copy Markers?

Many of your tasks are within reach of AI. The role will change, so it pays to act now.

Task exposure to today's AI

67/100

High 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 Proofreaders and Copy Markers?

Not entirely. Today's AI tools can take on about 67% of the typical work in this occupation, mostly: compare information or figures on one record against same data on other records, or with original copy, to detect errors. The parts that stay human include: Mark copy to indicate and correct errors in type, arrangement, grammar, punctuation, or spelling, using standard printers' marks.; Correct or record omissions, errors, or inconsistencies found.; Read corrected copies or proofs to ensure that all corrections have been made..

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
Compare information or figures on one record against same data on other records, or with original copy, to detect errors. 80%
Correct or record omissions, errors, or inconsistencies found. 70%
Consult reference books or secure aid of readers to check references with rules of grammar and composition. 70%
Mark copy to indicate and correct errors in type, arrangement, grammar, punctuation, or spelling, using standard printers' marks.AI already used 68%
Read corrected copies or proofs to ensure that all corrections have been made. 65%
Archive documents, conduct research, and read copy, using the internet and various computer programs. 62%

+ 5 more tasks (16% of the week) in the full test.

Your human edge

  • Mark copy to indicate and correct errors in type, arrangement, grammar, punctuation, or spelling, using standard printers' marks.
  • Correct or record omissions, errors, or inconsistencies found.
  • Read corrected copies or proofs to ensure that all corrections have been made.

AI tools to try

Microsoft 365 Copilot or Google Gemini for WorkspaceChatGPT / Claude for emails and documentsAutomation tools (Power Automate, Zapier, Make)

Related roles

A 3-phase AI learning plan

Phase 1

Automate the routine

  • Emails, letters and documents from templates with AI.
  • Data entry and extraction from forms and PDFs.
  • Spreadsheet work with AI help.

Project

Use AI to extract every query, inconsistency and correction from a 50-page PDF proof into a structured spreadsheet query sheet, and compare its catch rate against your manual pass.

Phase 2

Workflows across tools

  • Connect email, forms and spreadsheets with no-code automations.
  • Checks and controls on automated steps.
  • Document how each workflow works.

Project

Build a no-code workflow that logs incoming proofreading jobs from email into a tracking spreadsheet, auto-generates the style-sheet template, and flags proofs missing a second read.

Phase 3

From doing to coordinating

  • Become the person who maintains the team's automations.
  • Train colleagues.
  • Look at roles in operations, coordination or process improvement.

Project

Document and hand over your two automations as a one-page runbook, train two colleagues in a 60-minute session, and measure their turnaround time before and after.
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