Construction disputes and arbitration for AI data centers

In short

The rapid buildout of AI data centers is generating a rising number of high stakes construction disputes. Most are resolved through private arbitration rather than public court litigation. Under the Federal Arbitration Act, a written arbitration clause in a contract involving interstate commerce is valid and enforceable. Courts must stay litigation and compel arbitration when a valid agreement exists. 9 U.S.C. §§ 2-4. For cross border projects, the New York Convention ensures that an arbitration award made in one of its 172 contracting states is recognized and enforced in the others, with only narrow grounds for refusal. New York Convention, UNCITRAL publication, Contracting States

Disputes often stem from compressed project timelines, supply chain bottlenecks, equipment lead times of 12 to 24 months, and utility interconnection waits of up to five years. Arbitration caseloads reflect the pressure. The American Arbitration Association reported a 40 percent jump in construction case filings in 2024, to 6,310 cases, and in 2025 alone received more than 5,000 construction disputes with total claims exceeding $6.9 billion. AAA-ICDR LinkedIn, AAA Instagram The average value of North American construction disputes rose 43 percent from 2021 to 2023. Arcadis 2024 Construction Disputes Report In November 2025 the AAA launched an AI powered arbitrator for smaller two party, documents only construction cases. A human reviews and signs the final award. No court has yet tested whether an AI assisted award can survive a challenge under the New York Convention.

What law governs construction arbitration in the United States?

The Federal Arbitration Act (FAA) controls the enforcement of arbitration agreements in any contract involving interstate commerce. It preempts state laws that would treat arbitration clauses differently from other contract terms. 9 U.S.C. § 2 The FAA gives a party three tools.

First, if one party files a lawsuit in federal court over a dispute that is covered by a written arbitration agreement, the court must, on application of a party, stay the litigation until the arbitration finishes, provided the applicant for the stay is not in default in proceeding with the arbitration. 9 U.S.C. § 3 Second, a party who wants to arbitrate but faces a refusal from the other side can petition any federal district court that would have jurisdiction over the underlying claim for an order compelling arbitration. The court decides whether a valid arbitration agreement exists. 9 U.S.C. § 4 Third, after an arbitrator issues an award, a party may apply to the court named in the arbitration agreement to confirm the award. The court must grant confirmation unless the award is vacated, modified, or corrected on the narrow grounds listed in the statute. If the parties’ agreement provides for entry of judgment on the award and specifies a court, any party may apply within one year after the award is made. 9 U.S.C. § 9

An award can be vacated, meaning set aside, only on four grounds. The award was obtained through corruption, fraud, or undue means. The arbitrator showed evident partiality or corruption. The arbitrator misbehaved by refusing to postpone a hearing or hear material evidence, or by any other action that prejudiced a party. Or the arbitrator exceeded their powers. 9 U.S.C. § 10 In Hall Street Associates, LLC v. Mattel, Inc., the Supreme Court held that these statutory grounds are the only ones available. Parties cannot agree by contract to expand judicial review of an award beyond what sections 10 and 11 of the FAA allow. 552 U.S. 576 (2008)

A recent Supreme Court decision changed where enforcement and vacatur actions must be brought. In Badgerow v. Walters, the Court held that when a party asks a federal court to confirm or vacate an award under sections 9 or 10, the court cannot look through to the underlying dispute to find federal question jurisdiction. Unless the face of the application shows diversity jurisdiction under 28 U.S.C. § 1332(a) or federal-question jurisdiction under 28 U.S.C. § 1331, the action belongs in state court. Badgerow v. Walters, 142 S. Ct. 1310 (2022) For an AI data center project involving parties from different states, the amount in controversy will almost always exceed $75,000 and diversity jurisdiction will exist, so federal court remains available. But in a transaction where all parties are from the same state and the underlying contract raises only state law issues, the award may need to be enforced in state court.

How does the New York Convention protect international arbitration awards?

Many AI data center projects involve foreign investors, international contractors, or cross border supply chains. The United Nations Convention on the Recognition and Enforcement of Foreign Arbitral Awards, known as the New York Convention, was adopted in 1958 and has been codified into U.S. law at 9 U.S.C. §§ 201-208. New York Convention, Contracting States, 1958 New York Convention Guide, 9 U.S.C. §§ 201-208 With 172 contracting states, it is the foundational treaty for cross border arbitration.

Under the Convention, a court in one contracting state must recognize and enforce an arbitration award made in another contracting state unless the party resisting enforcement proves one of five limited grounds. Those are the arbitration agreement was invalid under its governing law or a party lacked capacity (Art. V(1)(a)), the losing party did not receive proper notice or could not present its case (Art. V(1)(b)), the award goes beyond the scope of the arbitration submission (Art. V(1)(c)), the composition of the tribunal or the procedure was not in accordance with the parties’ agreement (Art. V(1)(d)), or the award has not yet become binding or has been set aside (Art. V(1)(e)). New York Convention Art. V(1) A court may also refuse enforcement on its own initiative if the subject matter is not capable of settlement by arbitration under its law, or enforcement would violate public policy. New York Convention Art. V(2)

For an AI data center built with international financing or using a foreign general contractor, an award rendered in an ICC or ICDR arbitration will be enforceable across nearly every major economy under this treaty. That enforceability is a core reason parties choose arbitration in the first place.

Why do parties choose arbitration for AI data center projects?

AI data center construction contracts overwhelmingly include arbitration clauses. Several features drive that choice.

Confidentiality. Arbitration proceedings and the award itself are not part of the public record. A cloud provider or hyperscaler that does not want its project cost overruns, delay timelines, or technology details aired in court filings can keep them private.

Speed and finality. The AAA reported a median resolution time of 19.9 months for construction claims over $1 million in 2024, down from 21.1 months in 2023. AAA-ICDR LinkedIn While that is not always faster than a well run court docket, arbitration awards are final with extremely limited appeal rights, which avoids years of appellate litigation.

Technical expertise. The parties can select an arbitrator (or a panel of three) with deep experience in construction, electrical engineering, or AI data center operations. In litigation, a judge or jury may lack that background.

Customizable procedure. Under institutional rules, the parties and the arbitrator can tailor the process, set limits on discovery, and agree on schedules that fit the project timeline.

International enforceability. As described above, a New York Convention award travels far more easily than a court judgment from one country to another.

Together, these features make arbitration the default forum for resolving AI data center construction disputes.

What drives construction disputes in AI data center projects?

AI data center projects face a unique combination of pressures that frequently lead to disputes. Several triggers appear again and again.

• Compressed schedules. A single hyperscale data hall can be delivered in roughly 12 to 18 months from site mobilization to commissioning, assuming power and permits are in place. Industry analysis Those deadlines leave little margin for any delay.
• Supply chain bottlenecks. Critical equipment such as transformers, generators, and switchgear can have lead times of 12 to 24 months. Broadstaff analysis A contractor who cannot obtain a critical component on time faces liquidated damages.
• Utility interconnection delays. Securing power can take far longer than building the facility itself. Electrical utility connection delays can reach five years in constrained markets. Client alert The allocation of that interconnection risk between the developer and the tenant is itself a major dispute category.
• Labor shortages. The specialized workforce needed, including high voltage electricians and HVAC technicians, is in short supply across North America.
• Community opposition. An estimated $64 billion in U.S. data center projects were blocked or delayed over a two year period because of local concerns about water use, energy consumption, noise, and property values. Global Arbitration Review, July 2025 A project that loses its permit after construction has begun generates multimillion dollar claims.
• Force majeure and weather. Extreme weather events, like the summer 2025 rainstorms in Texas that prevented concrete pours and delayed a 260 megawatt cluster for approximately 60 days, test the boundaries of force majeure clauses. Disputes over whether a supply chain breakdown or a labor shortage qualifies as an unforeseeable event are expected to be common.
• Punitive liquidated damages. Because equipment lead times stretch from 12 to 24 months and owners face SLA penalties from their own end customers, liquidated damages clauses in AI data center construction contracts can carry especially high stakes, with consequences that cascade through the contractual chain when timelines slip. Client alert, Client alert, Law firm analysis, Client alert

What institutional rules govern these construction arbitrations?

Parties almost never design arbitration procedures from scratch. They incorporate one of the established institutional rule sets. The most important ones for AI data center construction are summarized below.

The AAA Construction Rules are the most frequently used in the United States. Rule R 9(a) gives the arbitrator the power to rule on whether a valid arbitration agreement exists. Several federal circuit courts have held that incorporating the AAA Rules into a contract is clear and unmistakable evidence that the parties agreed to let the arbitrator decide the question of arbitrability itself.

The FIDIC framework is particularly important for large international projects. Sub-Clause 21.6 of the 2017 Red Book provides that the DAAB decision is binding on a provisional basis. If no party serves a notice of dissatisfaction within 28 days, the decision becomes final. That front loaded dispute board process aims to resolve disagreements before they harden into full blown arbitration.

How have real world AI data center disputes been resolved?

Because most arbitrations are confidential, only a handful of construction disputes involving AI data centers have become publicly visible. The following examples illustrate the range and the stakes.

Rogers-O’Brien Construction v. Microsoft. A Dallas based contractor filed suit in federal court in the Western District of Texas seeking $34.2 million in damages on a roughly $1 billion AI data center project in San Antonio. The contractor alleged that Microsoft’s failure to supply equipment and manage vendors caused cascading delays from design errors, water intrusion, defective software, and vendor failures. Of the total claimed, $13.6 million was retainage. The court administratively closed the case in August 2020, later abated it pending arbitration, and the case was ultimately dismissed with prejudice by joint stipulation in April 2023, a strong indication that the parties reached a settlement. CourtListener docket

CoreWeave securities class action. Although not an arbitration, the CoreWeave case shows how construction delays can cascade into securities fraud claims. A 260 megawatt cluster in Denton, Texas suffered approximately 60 day delays from summer 2025 rainstorms and later design revisions. CoreWeave’s market value dropped roughly $33 billion, and a shareholder class action was filed alleging misrepresentations about the company’s ability to scale. The case is in federal district court, not arbitration. Newsfile Whether the underlying construction delays have given rise to separate arbitration claims between CoreWeave, its contractor Core Scientific, and the end tenant OpenAI has not been publicly reported.

Blackboard v. IBM. In an AAA arbitration, a tribunal decided in IBM’s favor, finding that Blackboard improperly withheld more than $29 million under a professional services agreement covering data center operations and cloud migration. Law firm analysis

Cohere dispute. An AAA tribunal ordered a respondent to release escrow funds under an equity purchase agreement and dismissed counterclaims alleging fraud based on alleged misrepresentations and failures to disclose that the AI data center ran on antiquated and inadequate equipment and was underpowered. Law firm analysis

These examples, although few, confirm that AI data center disputes regularly reach eight figure and nine figure stakes, and that arbitration is the forum where they land.

What is the AAA’s AI arbitrator and what can it do?

On November 3, 2025, the AAA-ICDR launched an AI arbitrator for two party, documents only construction cases. AAA-ICDR Press Release The system is a pilot program, currently available only for two party, documents only cases. It works with a human in the loop framework. The AI generates a draft award. A human arbitrator then reviews it, edits it as needed, and signs the final award.

The AI model was developed in collaboration with QuantumBlack, AI by McKinsey. It was trained on more than 1,500 AAA construction awards and tested across over 1,000 simulated cases. Participation is voluntary. Both parties must opt in.

Early results from the AAA suggest the AI arbitrator can reduce the time to award by 20 to 25 percent and cut costs by 35 to 45 percent. AAA-ICDR AI Arbitrator The system is not yet available for hearings with live testimony, multi party disputes, or cases involving complex technical evidence. The AAA has stated that expansion to more complex cases and other industries is planned for 2026.

The AI arbitrator does not replace the human decision maker. It is a tool that speeds the drafting step. The human arbitrator remains responsible for the final decision and for ensuring that due process has been followed.

Can an AI assisted award be enforced under the New York Convention?

No AI assisted award from the AAA-ICDR pilot has yet been tested in a national court for enforcement under the New York Convention. Kluwer Arbitration Blog, April 2026 The enforcement risks remain theoretical but are worth understanding.

Under Article V(1)(b) of the Convention, a court may refuse recognition if the party against whom the award is invoked was not given proper notice of the appointment of the arbitrator or of the arbitration proceedings, or was otherwise unable to present its case. If an AI proposes reasoning or draws factual inferences that a party never had an opportunity to contest, that party could argue it was denied the ability to present its case.

Under Article V(1)(d), enforcement can be refused if the composition of the arbitral tribunal or the arbitral procedure was not in accordance with the agreement of the parties. If the parties’ arbitration agreement requires a human decision maker, or if the institutional rules require a reasoned award drafted by the tribunal, and the AI’s role is not properly disclosed or agreed to, a court could find a procedural violation.

Under Article V(2)(b), a court may refuse enforcement if it would be contrary to the public policy of the enforcing state. Some jurisdictions may take the view that a core function of adjudication must be performed by a human, and that an award drafted in substantial part by a machine offends that principle.

The AAA’s human in the loop design is meant to address these concerns. Because a human arbitrator reviews and signs the award, the AAA’s position is that the award remains the product of human deliberation. Whether a foreign court will agree when asked to enforce such an award remains an open question.

How can sponsors and contractors reduce arbitration risk?

A few practical steps can lower the likelihood of a costly dispute and improve the chances of a favorable outcome when one arises.

Draft a clear dispute resolution clause. Specify the institution, the rules, the number of arbitrators, the seat of arbitration, and the governing law. For international projects, ensure the clause satisfies the New York Convention’s writing requirement.

Consider a standing dispute board. Following the FIDIC model, a DAAB can resolve disagreements as they arise, before they become formal claims. The 28 day deadline to contest a DAAB decision forces early engagement.

Address force majeure and liquidated damages head on. Clearly define what supply chain interruptions and weather events excuse performance, and calibrate liquidated damages to the actual harm rather than a punitive penalty that a tribunal may later refuse to enforce.

Preserve access to federal court for enforcement. Where possible, include a forum selection clause naming a federal district court for award confirmation. After Badgerow, diversity jurisdiction will almost always exist for a large AI data center project, but naming a specific court in the arbitration agreement avoids a later fight over venue.

For international sponsors, structure early. Before a dispute with a host state arises, consider whether the investment can be structured through an entity in a jurisdiction that has a bilateral investment treaty with the host state. Doing so after a problem appears is usually too late. Law firm analysis

Monitor the AI arbitrator pilot. For smaller disputes that are documents only, the AAA’s AI arbitrator may offer faster and cheaper resolution. But until enforcement has been tested in a Convention case, parties with international operations should include clear language in the arbitration agreement if they intend to permit or prohibit the use of an AI tool in the drafting of the award.

Key takeaways

• The Federal Arbitration Act makes written arbitration agreements in interstate commerce valid and strictly enforceable, and the New York Convention ensures that awards are recognized across 172 countries.
• Construction arbitration filings are rising sharply. The AAA reported a 40 percent increase in construction cases in 2024, and the average dispute value in North America has climbed 43 percent in three years.
• AI data center construction disputes are driven by compressed timelines, long equipment lead times, utility interconnection delays, skilled labor shortages, community opposition, and punitive liquidated damages clauses.
• The AAA, JAMS, CPR, and FIDIC all offer rule sets designed for construction arbitration, and the choice among them turns on the size, speed, and international character of the project.
• The AAA’s new AI arbitrator, launched in November 2025, is a human in the loop tool for documents only cases. It is expected to save 20 to 25 percent of the time and 35 to 45 percent of the cost.
• No court has yet ruled on whether an AI assisted award can withstand a challenge under the New York Convention. The enforcement risk remains open until tested.
• Sponsors and contractors can reduce risk with clear dispute resolution clauses, standing dispute boards, careful force majeure and liquidated damages drafting, and, for international projects, early treaty planning.

Frequently asked questions

Q:What is arbitration and why is it used in construction?

A:Arbitration is a private process in which one or more neutral arbitrators, chosen by the parties, decide a dispute instead of a judge or jury. The decision is final and binding, with very limited court review. In AI data center construction, arbitration keeps sensitive technical and financial information confidential and allows the parties to pick a decision maker who understands the industry.

Q:How long does a construction arbitration take?

A:The AAA reported a median resolution time of 19.9 months for construction claims over $1 million in 2024. AAA-ICDR LinkedIn Expedited rules, like CPR’s, aim for a 100 day timeline.

Q:What is the Federal Arbitration Act?

A:The FAA is the U.S. statute that makes written arbitration agreements in contracts involving interstate commerce valid and enforceable. It requires federal courts to stay litigation when a valid arbitration clause exists, to compel arbitration when a party refuses, and to confirm awards unless the award is vacated, modified, or corrected under the narrow grounds in sections 10 and 11. 9 U.S.C. §§ 1-16

Q:What is the New York Convention and why does it matter for AI data centers?

A:The New York Convention is a treaty that obligates courts in 172 countries to recognize and enforce foreign arbitration awards. For an AI data center project with international financing or a foreign contractor, an award obtained in one country can be enforced in another, which is far easier than enforcing a court judgment across borders. New York Convention

Q:What is the AAA’s AI arbitrator?

A:It is a pilot program from the American Arbitration Association that uses artificial intelligence to draft awards in small, documents only, two party construction cases. A human arbitrator reviews, edits, and signs the final award. Participation is voluntary. AAA-ICDR press release

Q:Can an AI drafted award be enforced internationally?

A:No court has yet ruled on the question. Potential challenges could arise under the New York Convention’s provisions on due process, agreed procedure, and public policy. The AAA’s human in the loop design is meant to address these risks, but the issue remains untested. Kluwer Arbitration Blog, April 2026

Q:What are the most common construction disputes in AI data center projects?

A:The most frequent triggers are schedule overruns, supply chain delays for custom equipment, utility interconnection holdups, labor shortages, community opposition leading to permit delays or cancellations, and arguments over force majeure and liquidated damages.

Q:How can I avoid arbitration in my AI data center project?

A:Arbitration cannot be avoided if the contract contains a valid arbitration clause. To reduce the chance of a dispute escalating, use a standing dispute board, define force majeure and delay terms clearly, and calibrate liquidated damages to realistic harm. Good project management and early communication also help.

Subscribe to The Compute Law Brief

The Compute Law Brief is a free weekday newsletter on the law of AI infrastructure across tax, real estate, construction, power, and deals. The big US build markets and federal law. Three minutes a morning. No paywall, and no email gate to read the blog. Subscribe if you want it in your inbox.

Junde Liu, JD, LL.M. (Taxation) candidate at UF Law. Originally published on Compute Law Blog. This article is general information and does not constitute legal advice. Reading it does not create an attorney client relationship. The reader should not act on the basis of any content here without first consulting a licensed attorney in the relevant state. Last reviewed for accuracy May 23, 2026.