When the Machine Meets the Tribunal: Arbitration in the Age of AI, Smart Contracts and Online Dispute Resolution (ODR)

By; Felicia Borsor Esq., Associate, Doe-Legists Lawyers.

Sarah Asante, Research Assistant, Doe-Legits Lawyers.

The Day the Contract Signed Itself

Kwame still remembers the moment the future arrived;

He was sipping his coffee, reviewing a routine commercial agreement between two fintech giants, standard clauses, predictable risks. No drama, until one of the CEOs mentioned, almost casually: “Counsel, the smart contract has already executed the agreement. We only need you to review the code.”

Kwame blinked. Smart contract? Executed itself? He hadn’t finished reading page two.

In that instant, he came face-to-face with a fundamental shift in legal reality: the law was no longer dealing only with human choices. It was dealing with machine decisions.

This pivot is happening now, not in some distant sci-fi future, but in arbitration centres across the globe. Smart contracts trigger obligations automatically. AI analyzes mountains of evidence before counsel even touches it. And disputes no longer wait for physical hearing rooms, they erupt and often end online.

Welcome to arbitration in the age where the machine meets the tribunal.

The New Triad: AI, Smart Contracts, and the Digital Courtroom

In this transformed era of dispute resolution, three innovations form the new core of the process:

1. Smart Contracts: The Agreement That Never Waits

A smart contract is a self-executing digital agreement where the terms are directly written into code. Stored on a blockchain, it automatically triggers actions when predetermined conditions are met.[1] In theory, it’s a flawless efficiency: “If X happens, automatically do Y.” No signatures, no human intermediaries, just instantaneous action.

This speed is convenient until the code goes rogue;

The Data Misfire: What if a sensor misreads a critical data point? What if a sensor feeding real-time data into a smart contract sends the wrong signal, say, an inaccurate delivery confirmation? One bad data point could trigger an automatic action the parties never intended, sparking a dispute over whose system failed and who bears the financial loss.

The Execution Trap: What if a party alleges misrepresentation or fraud after the smart contract has already self-executed and released the funds? Unlike traditional contracts, you can’t simply “pause” or “reverse” the process. The tribunal must now untangle a dispute where the damage is already done, forcing difficult questions about restitution and code-based execution.

The Liability Vacuum: Who is actually responsible when the code behaves badly? The programmer who wrote the algorithm? The parties who agreed to use it? Or the platform hosting the smart contract? In the absence of clear legal allocation of responsibility, arbitrators may find themselves navigating a grey zone with no obvious anchor in traditional liability rules.

Suddenly, a contract built to eliminate uncertainty ends up generating a fresh set of high-stakes, tech-driven disputes, ones that demand arbitrators who understand not just the law, but the code, the data, and the systems underneath it.

2. Artificial Intelligence: The Invisible Legal Assistant

AI is no longer a gimmick; it’s an integral part of legal strategy.
What used to be a novelty, something firms showcased for marketing, has now become a core engine behind modern dispute resolution. Lawyers who ignore it risk falling behind; those who embrace it gain a strategic edge that was unthinkable a decade ago.

It’s now tirelessly at work:

Screening millions of documents for relevance.
AI-powered review tools can sift through massive data dumps in minutes, flagging key evidence, identifying patterns, and eliminating human error. What once required a room full of junior lawyers and weeks of work now takes a fraction of the time.

Predicting potential arbitration outcomes.
Machine-learning models trained on past awards, tribunal behaviour, procedural choices, and factual patterns can generate probability analyses that help counsel shape settlement strategy, choose arbitrators, and refine their case theory.

Analyzing complex, buried arbitration clauses.
AI can scan entire agreements, sometimes hundreds of pages long, and instantly pinpoint escalation clauses, carve-outs, governing law conflicts, pathological wording, and obligations that may derail jurisdiction. It catches what the human eye might miss.

Translating multilingual submissions instantaneously.
 In international arbitration, documents flow in from every corner of the world. AI translation tools now render them into English or any major language in seconds, preserving nuance and context with increasing accuracy. This accelerates filings, hearings, and award preparation.

It’s fast, efficient, and tireless, yet imperfect. Concerns around transparency, bias, and due process hover like shadows. Arbitrators are increasingly challenged: “If I rely on an AI tool, how do I ensure fairness and explainability?”

3. Online Dispute Resolution (ODR): The Hearing Room With No Walls

ODR turns personal devices into global courtrooms. Driven by necessity during the pandemic and guided by frameworks like UNCITRAL’s Technical Notes[2], ODR has permanently dissolved geographical boundaries.

From construction disputes in Accra to e-commerce disputes between Shanghai and Nairobi, various arbitral institutions, such as the International Court of Arbitration(ICC), London Court of International Arbitration (LCIA), Hong Kong International Arbitration Centre (HKIAC), Istanbul Arbitration Centre (ISTAC) and  WIPO Arbitration and Mediation Centre[3] allow parties to:

File claims and submit evidence digitally.
Instead of couriering bundles of paper across borders, parties upload pleadings, witness statements, expert reports, and technical diagrams onto secure online portals. These platforms timestamp submissions, track versions, and maintain audit trails reducing delays and ensuring transparency.

Attend hearings virtually across time zones.
Virtual hearings have moved from an emergency measure to a permanent procedural option. Tribunals, counsel, witnesses, and experts join remotely through encrypted video systems, complete with virtual breakout rooms, shared document screens, real-time transcription, and simultaneous interpretation. This dramatically cuts travel costs and speeds up scheduling.

Receive secure electronic awards.
Final awards are now issued digitally, protected by encryption and digital signatures to guarantee authenticity. Parties can instantly download them, enforce them, or store them in secure cloud repositories, eliminating the risk of lost physical copies and accelerating post-award steps.

The law has never been more accessible or more complex.

The Crisis Point: When Technology Creates the Dispute

Let’s return to Kwame. A week after reviewing the smart contract, his client called frantically: “The system released the payment, but the service wasn’t delivered!” The contract had executed itself wrongly.

The blame was immediate and widespread: The programmers claimed the code was flawless. The supplier blamed the data input. The buyer blamed everyone.

Kwame knew instantly: This was the perfect arbitration scenario but the arbitration clause itself was buried in the code. It designated a decentralized, blockchain-based process handled by anonymous coders. His client had agreed to it without understanding a single word.

Welcome to disputes born from technology itself.

These cases raise questions arbitrators never faced twenty years ago:

Is a coded arbitration clause enforceable under the New York Convention?
Traditionally, arbitration clauses must be “in writing” and clearly express the parties’ intention to arbitrate. But what happens when the clause is embedded in computer code rather than text? If the parties’ agreement is represented by smart-contract logic on a blockchain, can that satisfy the Convention’s writing requirement? And who interprets the code’s intent; lawyers, coders, or both? Tribunals now grapple with whether code-based consent is legally equivalent to a signed document.

How do you appoint an arbitrator known only by a digital address?
Some blockchain dispute resolution systems allow parties to appoint arbitrators identified only by pseudonymous digital profiles or wallet addresses. This challenges core arbitration principles: transparency, disclosure of conflicts, qualifications, and jurisdiction. How do you verify identity? How do you ensure impartiality? How do you enforce ethical obligations against someone who is technically “nameless”? These questions push traditional arbitral practice into unfamiliar territory.

How can you preserve evidence that exists only on-chain?
On-chain data transactions, timestamps, smart-contract histories is immutable, but it’s also highly technical and sometimes ephemeral in its off-chain context. Tribunals must determine how to authenticate blockchain evidence, present it in a readable form, and preserve it without altering it. Moreover, what if key evidence exists only as a hash, a cryptographic commitment, or a series of decentralized entries spread across nodes? This raises new evidentiary standards, chain-of-custody methods, and digital forensics requirements.

Such scenarios challenge the very core of procedural fairness under the UNCITRAL Model Law.

The Evolving Tribunal: Arbitrators in the Digital Age

The modern arbitrator can no longer be merely a master of law and procedure. They must become a legal-technologist.

The new essential toolkit, supported by guidelines like the IBA Rules on Evidence, now includes; Data protection and cybersecurity protocols(Article 2) and Virtual Hearing(Article 8).[4]

The tribunal chair who once struggled with PowerPoint now presides over hearings conducted fully online, across four time zones, with real-time AI transcription tools capturing every word. This is not the future; it is today.

A Beautiful Promise: Justice Amplified

Despite the challenges, technology is not the enemy of justice; it is an amplifier.

Speed and Efficiency

Digital platforms slash the waiting time that once clogged arbitral calendars. Filing a claim, serving documents, scheduling hearings, exchanging bundles, receiving rulings – everything moves at a pace that matches the commercial world, not the dusty hallways of the past. Delays shrink, procedural steps become cleaner, and tribunals can focus on the substance instead of logistics.

Access to Justice

This is the game-changer. Small businesses in Accra, Kigali, or Lagos no longer need to burn money flying lawyers to London or Paris just to argue a procedural point. Virtual hearings cut travel entirely, and AI translation levels the playing field; no more being edged out because your documents aren’t in the tribunal’s language. A Ghanaian SME can fight a case against a Chinese supplier and participate fully without breaking its budget. Justice becomes reachable, not reserved for the financially privileged.

Traceability

Blockchain brings a kind of forensic clarity lawyers used to dream about. Every action, every payment, timestamp, update, or approval gets locked into an immutable ledger. You can’t delete a message, backdate a document, or “misplace” an invoice. Smart contracts go further by keeping automatic logs of what triggered what, creating clean, tamper-proof audit trails. That means fewer evidentiary fights and fewer “he said, she said” moments.

The Risks We Cannot Afford to Ignore

We must proceed with caution, for the tools of innovation hold dangers:

Algorithmic Bias:
AI systems learn from the data they are fed. If historical case outcomes, arbitral appointments, or document sets reflect human biases whether based on gender, nationality, language, or reputation, the AI will absorb and reproduce those patterns. This can skew predictions, influence strategy, and subtly shape tribunal behaviour. Bias in an AI-assisted arbitration process may be harder to detect because the system’s reasoning is often opaque, buried in complex neural networks.

Digital Literacy Gap:
Technology is empowering only for those who can use it. A party who cannot navigate virtual hearing tools, document-upload platforms, or AI-driven review systems starts the process on the back foot. They may miss deadlines, misinterpret notifications, or struggle to present their evidence effectively. The risk is that procedural fairness becomes inadvertently linked to technological competence rather than legal merit.

Cybersecurity Threats:
Arbitration often involves commercially sensitive data pricing formulas, trade secrets, infrastructure designs, and financial statements. A single breach, whether through hacked video feeds, compromised emails, or ransomware attacks, can cause catastrophic harm. The confidentiality that makes arbitration attractive can be destroyed in seconds, and the damage to reputation, negotiations, or market trust may be permanent.

Enforceability Risks:
Even the most efficient tech-driven process is meaningless if the resulting award cannot be enforced. Courts may question awards signed by pseudonymous or AI-generated “arbitrators” or awards produced using AI tools that do not explain their reasoning in a traceable, human-understandable way. Without transparency and identifiable decision-makers, an award may fail basic requirements under the New York Convention, undermining the entire process.

The Lawyer’s Elevated Role: Human Guardians of Justice

The rise of AI and smart contracts hasn’t eliminated lawyers; it has elevated their role to that of essential guardians.

Lawyers now sit at the centre of the process, ensuring:

Technology-Proofing

As contracts become partly or fully automated, arbitration clauses must evolve to address risks that traditional drafting never contemplated. Parties now need to specify how disputes arising from smart-contract malfunction, code errors, or AI-driven performance metrics will be resolved. This may include choosing governing law for code-based agreements, setting rules for interpreting coded obligations, identifying responsibility for data feeds, and providing a mechanism for suspending automation when disputes arise. Technology proofing ensures the arbitration clause is future-ready rather than obsolete the moment code is deployed.

Human Oversight

Automation without a failsafe is a recipe for irreversible harm. Smart contracts that self-execute based solely on data inputs can trigger payments, penalties, or automatic termination even when the underlying facts are disputed. Including a “human-in-the-loop” provision, such as a manual pause, review window, or tribunal-ordered override, allows parties to stop execution when errors, fraud allegations, or external events arise. This design aligns technology with fundamental principles of justice: proportionality, fairness, and the right to be heard.

Fair Play

As AI tools produce translations, summaries, predictions, and even reconstructed evidence, tribunals must decide when such outputs are reliable. Parties may need to challenge the accuracy, explainability, and bias of AI-generated material or justify why it should be admitted into evidence. Procedural rules must adapt to ensure transparency, requiring disclosure of datasets, algorithms, or assumptions. In digital hearings, fair play also means balancing power: ensuring that no party gains an unfair advantage simply because it has better technology, bandwidth, or access to sophisticated AI systems.

Kwame realized the fundamental truth: The machine may act fast, but justice still requires human wisdom.

The future tribunal will not be human versus machine, but human with machine. Imagine a hybrid organism: AI summarizing thousands of pages of evidence into digestible bundles, virtual rooms with real-time translation, and arbitrators guided by human judgment and machine precision.

This is the new age of justice. When the machine meets the tribunal, arbitration transforms into something agile, bold, and truly global, faster, smarter, and anchored by fairness. Our task as lawyers, or arbitrators, is not to stop the evolution, but to guide it, ensuring the outcome is not confusion, but clarity; not conflict, but fairness; not fear, but possibility.

Arbitration is not just ready for the age of AI and ODR, it is the field best designed to embrace it.

Discalimer;

This article is for informational and educational purposes only and does not constitute legal advice. The information provided herein is based on general trends in international arbitration, technology, and dispute resolution. It is not intended as a substitute for professional legal consultation.

Do not act or rely on the information in this article without seeking the advice of a competent legal professional. If you require specific legal advice concerning AI, arbitration clauses, or any dispute, please contact Doe-Legists Lawyers.

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[1] IBM, “What are smart contracts on blockchain?”,< https://www.ibm.com/think/topics/smart-contracts > accessed 20^th November, 2025.

[2] UNCITRAL Technical Notes on Online Dispute Resolution (2017).

[3] WIPO, “Online Arbitration” < https://www.wipo.int/amc/en/arbitration/online/index.html > accessed 20^th November, 2025.

[4] IBA Rules on Taking Evidence in International Arbitration (2020).