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AI exposure report

Will AI replace Arbitrators, Mediators, and Conciliators?

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

Task exposure to today's AI

40/100

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 Arbitrators, Mediators, and Conciliators?

Not entirely. Today's AI tools can take on about 40% of the typical work in this occupation, mostly: evaluate information from documents, such as claim applications, birth or death certificates, or physician or employer records. The parts that stay human include: Use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement.; Conduct hearings to obtain information or evidence relative to disposition of claims.; Confer with disputants to clarify issues, identify underlying concerns, and develop an understanding of their respective needs and interests..

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
Evaluate information from documents, such as claim applications, birth or death certificates, or physician or employer records. 70%
Prepare written opinions or decisions regarding cases.AI already used 68%
Research laws, regulations, policies, or precedent decisions to prepare for hearings.AI already used 60%
Confer with disputants to clarify issues, identify underlying concerns, and develop an understanding of their respective needs and interests. 38%
Conduct hearings to obtain information or evidence relative to disposition of claims. 15%
Use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement.AI already used 12%

+ 14 more tasks (40% of the week) in the full test.

Your human edge

  • Use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement.
  • Conduct hearings to obtain information or evidence relative to disposition of claims.
  • Confer with disputants to clarify issues, identify underlying concerns, and develop an understanding of their respective needs and interests.

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 to summarize and issue-spot three anonymized past case files, then verify every fact and citation against the originals and log the error rate and time saved.

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 a mediation settlement agreement and a reasoned arbitration opinion with AI from redacted case facts, verify each legal citation in official sources, 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 of 10 core documents (engagement letters, ground rules, caucus notes, award forms) and reprice one service based on the hours now saved.
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