Arbitrators, Mediators, and Conciliators

Prepare settlement agreements for disputants to sign.

AI: Fully automatable - AI can draft tailored settlement agreements from templates, populate legal clauses, and check for common issues such that routine preparation of written agreements can be fully automated.

Set up appointments for parties to meet for mediation.

AI: Fully automatable - AI can fully automate scheduling by coordinating calendars, proposing times, sending invites, and handling rescheduling.

Conduct studies of appeals procedures to ensure adherence to legal requirements or to facilitate disposition of cases.

AI: Fully automatable - AI can comprehensively analyze appeals procedures, check compliance with legal requirements, model process improvements, and produce actionable studies and reports with high reliability.

Research laws, regulations, policies, or precedent decisions to prepare for hearings.

AI: Fully automatable - AI can search, synthesize, and cite statutes, regulations, and precedent from legal databases and produce research memos with high accuracy as of 2025.

Recommend acceptance or rejection of compromise settlement offers.

AI: Fully automatable - AI can evaluate case facts, model litigation risk and expected value, and generate principled recommendations on whether to accept or reject settlement offers, though humans typically retain final discretion.

Organize or deliver public presentations about mediation to organizations such as community agencies or schools.

AI: Fully automatable - AI can produce presentation materials, manage logistics, and deliver talks via synthesized voice or virtual avatars and webinars, enabling full automation of organizing and delivering such presentations.

Use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement.

AI: Partial - AI can facilitate communication, suggest reframing and settlement options, and run structured negotiation protocols, but it lacks the full empathy, credibility, and discretion of experienced human mediators to reliably conclude complex disputes.

Confer with disputants to clarify issues, identify underlying concerns, and develop an understanding of their respective needs and interests.

AI: Partial - AI can confer with disputants via chat or interviews to clarify issues and surface underlying interests, but it may miss subtle emotional cues, power imbalances, and credibility judgments that humans detect.

Authorize payment of valid claims.

AI: Partial - Rule‑based and ML systems can authorize routine, low‑risk payments automatically, but discretionary or high‑stakes claim authorizations generally require human approval and fiduciary accountability.

Conduct hearings to obtain information or evidence relative to disposition of claims.

AI: Partial - AI can support hearings (virtual platforms, transcription, evidence organization, suggested questioning) but cannot fully conduct hearings with the credibility assessments and discretionary judgments a human adjudicator provides.

Rule on exceptions, motions, or admissibility of evidence.

AI: Partial - AI can analyze legal standards and recommend rulings on exceptions, motions, or admissibility, but issuing binding rulings requires human legal discretion and authority.

Prepare written opinions or decisions regarding cases.

AI: Partial - AI can draft comprehensive written opinions and decisions using the facts and applicable law, but final issuance and legal responsibility for decisions remain with humans.

Interview claimants, agents, or witnesses to obtain information about disputed issues.

AI: Partial - As of 2025 AI can run scripted or adaptive interviews, capture and summarize responses, and surface inconsistencies, but it cannot fully replicate human judgment, assess nonverbal cues, or hold legal authority in sensitive live interviews.

Apply relevant laws, regulations, policies, or precedents to reach conclusions.

AI: Partial - AI can research statutes, regulations, and precedents and produce reasoned conclusions, but complex discretionary interpretation and accountable legal decision‑making still require human oversight.

Conduct initial meetings with disputants to outline the arbitration process, settle procedural matters such as fees, or determine details such as witness numbers or time requirements.

AI: Partial - AI can automate and manage administrative aspects of initial meetings (explain procedures, schedule, collect data/fees) but cannot fully resolve discretionary procedural negotiations or exercise official authority.

Determine extent of liability according to evidence, laws, or administrative or judicial precedents.

AI: Partial - AI can evaluate evidence against laws and precedents to estimate liability, yet determining binding liability and allocating consequences involves human legal judgment and enforcement mechanisms.

Evaluate information from documents such as claim applications, birth or death certificates, or physician or employer records.

AI: Partial - AI systems are strong at extracting, cross‑checking, and summarizing information from documents and flagging anomalies, yet verifying authenticity and weighing evidentiary significance typically needs human adjudication.

Issue subpoenas or administer oaths to prepare for formal hearings.

AI: Partial - AI can draft subpoenas and prepare oath scripts and service instructions, but cannot legally issue subpoenas or administer oaths which require authorized human officials.

Specialize in the negotiation and resolution of environmental conflicts involving issues such as natural resource allocation or regional development planning.

AI: Partial - AI can analyze environmental law, model scenarios, and propose negotiation strategies, but cannot fully replace the human stakeholder engagement, credibility, and political judgment central to resolving complex environmental conflicts.

Participate in court proceedings.

AI: Partial - AI can assist substantially in court (briefing, real-time analysis, transcripts), but cannot itself independently participate in official court proceedings or act as a legally recognized participant without a licensed human representative.