What is AI arbitration? A plain-English guide

Arbitration is private judging. Two parties agree, usually in a contract clause written long before any dispute exists, that if they ever disagree, a neutral decision-maker — not a court — will hear both sides and issue a binding decision called an award. Courts then enforce that award almost as if it were their own judgment. The system runs on the Federal Arbitration Act, a 1925 statute built on one idea: parties may design their own justice, and the state will back the result.

AI arbitration keeps every part of that structure and changes one thing: the reading, weighing, and drafting at the center of the case is done by artificial intelligence rather than by an hourly-billing human arbitrator. In The Turing Tribunal’s design, three independent AI arbitrators — each a different frontier model, from a different provider — review the record separately and decide by majority, and a licensed human arbitrator reviews and signs the award before it issues.

First, what the AI actually is

The arbitrators are large language models — the same class of system behind the AI assistants now used daily in law firms, banks, and courts’ own chambers. A large language model is trained on an enormous body of text until it can read a document and reason about what it says: what was promised, what was paid, what the notice provision required, whether the termination letter met it. It does not get tired at page four hundred of the exhibits. It does not have a golf game to get back to. It reads everything, every time.

Models also make mistakes — anyone who has used one knows it. They can misread, and, unprompted, they can assert things that are not in the source. That is precisely why an institution built on them cannot be a single model with a gavel. It has to be engineered the way the law has always handled fallible judges: with panels, records, review, and appeal.

How a case actually proceeds

The procedure is documents-only. You file a demand and your documents; the respondent answers within 14 days; a reply follows; the record closes. Before deliberation, the Tribunal shows each side a neutral summary of its own claims, defenses, and evidence — and you correct anything it misread. You confirm it understood you before it decides. Then the three arbitrators review the record independently, decide by majority, and the draft goes to a licensed human Confirming Arbitrator, who reviews it, may modify it, and signs the reasoned award — within 14 days of the record closing.

Two features of that procedure have no real analogue in traditional forums. The first is the confirmation step: no court or arbitral institution shows you, before judgment, its understanding of your case and lets you fix it. The second is the audit trail: every finding in the award must trace to a specific document in the record, every citation is verified before release, and the deliberation logs are preserved. A human arbitrator’s reasoning is a black box; this one is a paper trail.

A human arbitrator’s deliberation is a black box. This one is a paper trail — logged, preserved, and reviewable.

Is it legal?

Arbitration is a creature of contract, and the Federal Arbitration Act nowhere requires arbitrators to be natural persons. Parties can — and do — agree to decision procedures of their own design. Courts have not yet fully tested AI-decided awards, which is exactly why a careful institution defaults to human confirmation: the award presented for enforcement is reviewed, adopted, and signed by a licensed human arbitrator of record. And if a court ever refuses AI adjudication outright, the clause fails safe — the same case proceeds before a human arbitrator under the same Rules. The full analysis is in Is AI arbitration legally enforceable?

What it costs, and why that’s the point

Because the tribunal does not bill by the hour and there are no hearings to administer, fees can be flat and published: at The Turing Tribunal, from $495 filing + $500 closing for claims to $100,000, with the whole schedule on the Fees page. Compare that with commercial arbitrators billing $375–$1,125/hr before a 13% administrative surcharge, ¹ over a case that typically runs 12–18 months. ² The deeper analysis is in How much does commercial arbitration cost?

What it is not

AI arbitration is not for every dispute. Cases that hinge on live witness credibility, physical inspection, or extensive expert cross-examination need hearings, and an honest institution says so. The Turing Tribunal accepts two-party, documents-only commercial disputes up to $5 million under U.S. law — real estate, private lending, and construction first. If the dispute lives in documents, it belongs here. That’s most commercial disputes.