Jobs › Legal

AI exposure report

Will AI replace Judges, Magistrate Judges, and Magistrates?

Some of your tasks will be automated. People who use AI will have the edge.

Task exposure to today's AI

35/100

Moderate 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 Judges, Magistrate Judges, and Magistrates?

Not entirely. Today's AI tools can take on about 35% of the typical work in this occupation, mostly: write decisions on cases. The parts that stay human include: Preside over hearings and listen to allegations made by plaintiffs to determine whether the evidence supports the charges.; Monitor proceedings to ensure that all applicable rules and procedures are followed.; Read documents on pleadings and motions to ascertain facts and issues..

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
Write decisions on cases.AI already used 65%
Research legal issues and write opinions on the issues.AI already used 57%
Read documents on pleadings and motions to ascertain facts and issues.AI already used 55%
Preside over hearings and listen to allegations made by plaintiffs to determine whether the evidence supports the charges. 33%
Settle disputes between opposing attorneys. 33%
Monitor proceedings to ensure that all applicable rules and procedures are followed. 12%

+ 15 more tasks (38% of the week) in the full test.

Your human edge

  • Preside over hearings and listen to allegations made by plaintiffs to determine whether the evidence supports the charges.
  • Monitor proceedings to ensure that all applicable rules and procedures are followed.
  • Read documents on pleadings and motions to ascertain facts and issues.

AI tools to try

Legal AI tools (e.g. Harvey, Legora)ChatGPT / Claude for document analysisContract review and comparison tools

Related roles

A 3-phase AI learning plan

Phase 1

AI for documents

  • Contract and document review with AI.
  • Confidentiality: what may go into which tool.
  • Always check citations and sources.

Project

Use an approved court-secured AI tool to summarise 10 closed-case motion briefs, verify every citation against the official reporter, and log the error rate and time saved per brief.

Phase 2

Research and drafting

  • Legal research with AI, verified in official sources.
  • First drafts of memos, letters and templates.
  • Summaries of long case files.

Project

Draft an AI-assisted bench memo on one recurring legal issue from a decided case, verify each authority in the official database, and compare drafting time against your usual method.

Phase 3

Legal ops

  • Document automation and templates.
  • Knowledge management for your team or firm.
  • Pricing services when AI changes the hours.

Project

Build 5 AI-generated chambers templates (scheduling orders, routine rulings, hearing checklists) plus a searchable issue bank, and measure order turnaround before and after.
Take the free 11-question test