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AI exposure report

Will AI replace Administrative Law Judges, Adjudicators, and Hearing Officers?

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

Task exposure to today's AI

42/100

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 Administrative Law Judges, Adjudicators, and Hearing Officers?

Not entirely. Today's AI tools can take on about 42% of the typical work in this occupation, mostly: prepare written opinions and decisions. The parts that stay human include: Conduct hearings to review and decide claims regarding issues, such as social program eligibility, environmental protection, or enforcement of health and safety regulations.; Prepare written opinions and decisions.; Monitor and direct the activities of trials and hearings to ensure that they are conducted fairly and that courts administer justice while safeguarding the legal rights of all involved parties..

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
Prepare written opinions and decisions.AI already used 70%
Review and evaluate data on documents, such as claim applications, birth or death certificates, or physician or employer records. 57%
Research and analyze laws, regulations, policies, and precedent decisions to prepare for hearings and to determine conclusions.AI already used 57%
Determine existence and amount of liability according to current laws, administrative and judicial precedents, and available evidence.AI already used 28%
Conduct hearings to review and decide claims regarding issues, such as social program eligibility, environmental protection, or enforcement of health and safety regulations. 12%
Monitor and direct the activities of trials and hearings to ensure that they are conducted fairly and that courts administer justice while safeguarding the legal rights of all involved parties. 12%

+ 8 more tasks (21% of the week) in the full test.

Your human edge

  • Conduct hearings to review and decide claims regarding issues, such as social program eligibility, environmental protection, or enforcement of health and safety regulations.
  • Prepare written opinions and decisions.
  • Monitor and direct the activities of trials and hearings to ensure that they are conducted fairly and that courts administer justice while safeguarding the legal rights of all involved parties.

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 AI on five redacted or published decisions to extract issues, evidence and dates, verify every citation against official sources, and log error rates per document.

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 first draft of a written opinion from an anonymised 200-page case file, verify all statutes and precedents in official databases, and compare drafting hours to your usual.

Phase 3

Legal ops

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

Project

Build an AI-assisted template library for your three most common decision types plus a searchable precedent digest, and measure time per decision before and after.
Take the free 11-question test