An AI arbitration clause does not need to be flashy. It needs to fit the contract.
If the relationship could produce disputes over model access, training data, output quality, confidentiality, audit rights, privacy-sensitive information, or technical evidence, the clause should be reviewed with those realities in mind.
This checklist is built to help businesses and counsel ask the right questions before the dispute begins.
How to use this checklist
Use it:
- when drafting a new AI contract,
- when revising an existing arbitration clause,
- when comparing institutional options,
- or when stress-testing whether a standard clause is too generic for the actual risk.
This is practical informational guidance, not legal advice.
1. Forum selection
Ask:
- Which arbitral forum, if any, makes the most sense for this relationship?
- Does the institution have procedures or guidance that fit AI-related disputes?
- If using JAMS, should the parties consider the JAMS Artificial Intelligence Disputes Clause and Rules?
2. Scope of covered disputes
Ask:
- Does the clause clearly cover the kinds of disputes this contract is likely to generate?
- Does it extend to performance disputes, licensing disputes, confidentiality disputes, data-use disputes, and output-related disputes where appropriate?
- Is the language broad enough to avoid threshold fights without becoming careless?
3. Neutral expertise
Ask:
- Does the likely dispute require a neutral with experience in technology, software, data governance, privacy, or AI-related business issues?
- Should the clause mention qualifications or desired background?
- Is the dispute likely to be technical enough that subject-matter competence will materially affect the process?
4. Confidentiality
Ask:
- Does the clause address confidentiality directly, or merely assume it?
- Will the dispute likely involve trade secrets, prompts, datasets, evaluations, or sensitive customer information?
- Are additional protective measures likely to be needed beyond a generic confidentiality statement?
5. Evidence handling
Ask:
- If a dispute happens, what evidence is likely to matter most?
- Will the record include prompts, outputs, logs, version history, audit trails, benchmarks, or incident reports?
- Does the process need tailored handling for technical or privacy-sensitive material?
6. Discovery limits
Ask:
- Should discovery be narrow and targeted?
- Does the likely dispute justify staged production, expert sequencing, or controlled inspections?
- Is the clause leaving enough room for tailored case management without creating a free-for-all?
7. Emergency relief
Ask:
- Could the dispute involve urgent trade-secret misuse, access cutoff, exposure of confidential information, or immediate operational harm?
- Should the clause preserve access to emergency arbitral relief, court relief, or both?
8. Governing law and seat
Ask:
- Are governing law and forum aligned with the business relationship?
- Could California or another sensitive jurisdiction matter to privacy, employment, consumer, or procedural issues?
- Is the clause unintentionally creating conflict between substance and procedure?
9. AI-tool use during the proceeding
Ask:
- Should the parties address whether counsel, experts, or arbitrators may use AI tools?
- Should there be limits on putting confidential case materials into external tools?
- Should material AI use be disclosed?
- Would a later procedural order be enough, or is contract-level language better?
10. Experts and technical assistance
Ask:
- Is the dispute likely to require third-party experts?
- Should the clause anticipate how technical experts may be selected or used?
- Would expert determination be more efficient for some defined technical questions?
11. Record preservation
Ask:
- If a dispute arises, will the parties be able to preserve the key records quickly?
- Are prompt histories, logs, outputs, internal evaluations, and contract versions likely to be available?
- Is there any reason to build preservation expectations into the broader contract framework?
12. Consumer or employment sensitivity
Ask:
- Is this contract likely to affect consumers, workers, applicants, or other higher-sensitivity groups?
- If yes, is the dispute process being designed with that practical reality in mind?
- Would generic boilerplate look careless if scrutinized later?
13. Cross-border and multi-party issues
Ask:
- Could the dispute involve multiple affiliates, multiple vendors, downstream customers, or cross-border data issues?
- If so, can the clause still operate cleanly?
14. Internal coherence
Ask:
- Does the arbitration clause fit the rest of the contract?
- Are performance commitments, audit provisions, confidentiality obligations, and remedies aligned with the dispute framework?
- Or does the contract promise one thing while the dispute clause quietly assumes another?
Quick red flags
The clause may need more work if:
- it was copied from a non-AI agreement without revision,
- it says almost nothing about confidentiality,
- it ignores technical evidence,
- it assumes any arbitrator will do,
- it provides no meaningful path for urgent relief,
- or it treats AI-tool use in the proceeding as invisible or irrelevant.
FAQ
Does every AI contract need a custom arbitration clause?
No. But many AI contracts deserve more careful review than standard boilerplate gets, especially when technical evidence, sensitive information, or complicated licensing issues are likely.
Should a clause mention AI tools directly?
Sometimes. It depends on how sensitive the likely dispute is and whether the parties want to set expectations in advance rather than later in a procedural order.
Is JAMS always the right institutional choice for AI disputes?
Not automatically. But JAMS’s AI-specific rules make it an important option to evaluate.
What is the biggest drafting mistake?
Treating the dispute clause as an afterthought when the underlying contract is highly dependent on technology, data, or sensitive evidence.
Conclusion
The value of an AI arbitration clause is not that it sounds modern.
Its value is that it anticipates the actual dispute before the parties are forced to fight about the process. A clause that does that well is not just legal boilerplate. It is operating infrastructure.
Further Reading
- JAMS Artificial Intelligence Disputes Clause and Rules: https://www.jamsadr.com/artificial-intelligence-disputes-clause-and-rules
- Ciarb Guideline on the Use of AI in Arbitration, updated September 2025: https://www.ciarb.org/media/bpndtcgu/guideline-on-the-use-of-ai-in-arbitration_updated-sept-2025.pdf
