How AI Is Running the Show at the 2026 World Cup

From 3D player avatars that adjudicate offsides to surveillance systems generating civil-liberties warnings, artificial intelligence has become the unseen protagonist of the most technologically advanced tournament in football history.

MEXICO CITY — The referee blew his whistle, and within seconds a three-dimensional ghost of the striker materialised on stadium screens across the world. Rendered from a one-second body scan taken weeks before kick-off, the digital avatar reconstructed the precise geometry of a limb that had crossed the line by less than a forearm’s length. No lineman had flagged it. No human eye had caught it. An artificial intelligence system had.

Welcome to the 2026 FIFA World Cup, the sport’s grandest occasion, and this summer, also its most consequential technology laboratory. Spanning 104 matches, 48 nations, 16 stadiums and three countries, the tournament that kicked off on June 11 at Estadio Azteca is the first in which AI has been deployed simultaneously on the pitch, in the stands, in coaching rooms, in broadcast trucks and on social-media platforms. It is, as Bank of America’s research team told The Korea Times, the first tournament in which “the data itself is a primary product.”

Estimates suggest the event will generate more than 90 petabytes of data, roughly 45 times the volume produced in Qatar four years ago, drawn from wearable sensors, stadium cameras, match balls, mobile phones and the social-media accounts of players and fans. SanDisk, one of the data-infrastructure sponsors, projects total digital engagement could reach two exabytes when social media, streaming and mobile interactions are included. The sheer scale of the undertaking has turned the tournament into what technology analysts and civil-liberties groups are calling, in equal measure, a triumph and a cautionary tale.

WORLD CUP 2026 BY THE NUMBERS
Teams	48 (a record, up from 32 in 2022)
Matches	104 across 16 host cities
Countries hosting	United States, Canada, Mexico
Data generated	90+ petabytes (est. SanDisk)
Digital engagement total	~2 exabytes (est. Bank of America)
Players 3D-scanned	1,248
Ball sensor sampling rate	500 inputs per second
Body-tracking points per player	29
AI abuse filter keywords	30,000
Federal surveillance spend (US)	$365 million

THE REFEREE’S NEW PARTNER

For decades, the offside rule was football’s most contested arithmetic — a question of millimetres settled by a flag and a fallible human glance. At this World Cup, that arithmetic has been handed to a machine.

FIFA’s upgraded Semi-Automated Offside Technology (SAOT) now incorporates AI-enabled 3D player avatars, a system that begins long before the first whistle. According to FIFA’s official media release, all 1,248 participating players completed a full-body digital scan before the tournament — a process that takes approximately one second and captures each player’s precise physical dimensions. The AI uses this biometric data to generate lifelike models that accurately reflect each individual’s distinct physique.

During a match, those avatars integrate with the stadium’s sensor ecosystem in real time. Each official Adidas Al Rihla match ball contains an inertial measurement unit that logs contact data 500 times per second. Fifteen dedicated cameras per stadium track 29 data points on every player’s body simultaneously. The combination allows officials to determine the exact kick point and compare player positions in a fraction of the time it would previously take, making the adjudication of contested goals both faster and more defensible.

As Fast Company South Africa reported, referees can now manipulate the virtual scene to view a disputed incident from any angle — including, for the first time, directly through the eyes of the goalkeeper. The resulting animation is broadcast to fans in the stadium and at home, transforming what was once an opaque bureaucratic reversal into an intelligible, visually compelling explanation.

“AI-enabled 3D player avatars represent a significant development in semi-automated offside technology.” — FIFA official statement, January 2026

The referees themselves have also been fitted with technology. FIFA and Lenovo have introduced a new iteration of Referee View, first trialled at the 2025 FIFA Club World Cup. Body cameras worn by officials now feed stabilised, first-person footage to broadcasters in real time. AI Magazine explained that the stabilisation algorithm processes the video feed to reduce the motion blur caused by a sprinting official, the result is immersive footage that gives global audiences an unprecedented on-pitch perspective. Crucially, Referee View cannot be used during live play, preserving the primacy of human tactical decision-making even as AI reshapes how those decisions are reviewed.

THE COACH’S NEW ANALYST

Inside the coaching rooms of the 48 competing nations, a quieter transformation has been unfolding. Historically, the most sophisticated analytics departments — staffed with data scientists, video analysts and licensed performance engineers — have been the preserve of wealthy European federations. The 2026 World Cup was designed, partly, to change that.

FIFA and Lenovo jointly unveiled Football AI Pro, a generative AI knowledge assistant available to every competing team. As AI Magazine noted, the platform is powered by Lenovo’s full-stack AI and built on a bespoke Football Language Model trained on more than 2,000 football-specific metrics and capable of processing hundreds of millions of data points per match. Coaches can pose natural-language queries — in multiple languages — and receive responses in text, video clips, graphs or 3D visualisations.

“With Football AI Pro, we will democratise access to data by providing the most complete set of football analytics to all competing teams and soon to fans as well,” FIFA President Gianni Infantino said at the launch event in Las Vegas in January. Lenovo chairman Yuanqing Yang called the World Cup “one of the most technologically advanced sporting events in history.”

The system allows technical staff to evaluate opponent tendencies, assess player performance patterns and prepare tactical adjustments before and after each match. Beyond strategy, Mexico Business News reported, performance departments are also leveraging machine learning models to monitor workload and identify injury risk — an application that could prove decisive in a tournament that demands elite fitness across a gruelling schedule.

Yet Football AI Pro is not the only AI in the locker room. Argentina, the reigning champions, have gone further. In March 2026, the Argentine Football Association (AFA) unveiled Google Gemini as a main global sponsor of its national teams, with the Gemini logo appearing on official training kits alongside Adidas and American Express. TechTimes reported that Argentina’s technical staff are using Gemini for injury prevention, tactical analysis and decision support during the tournament.

According to The Next Web, Google has also made Gemini and its Pixel phones official sponsors of France, Morocco, Iraq, Turkey and the United States — with the French squad using Gemini for team communications and Pixel as the official phone of the squad. PYMNTS.com noted that coaching staff and players across several teams are using the AI to break down plays and analyse data on both their own and opponents’ performance in real time.

AI IN THE COACHING ROOM
Platform	Football AI Pro (FIFA x Lenovo)
Data points processed	Hundreds of millions per match
Football metrics in model	2,000+
Teams with access	All 48 competing nations
Google Gemini team sponsors	Argentina, France, Morocco, USA, Iraq, Turkey
Key AI use cases	Tactical prep, injury prediction, opponent scouting

THE FAN’S NEW COMPANION

An estimated 10 million people are expected to attend matches across the three host nations this summer, but the AI transformation is equally visible for the billions watching from home. Google has built what amounts to a second screen around the tournament, pushing features across Search, Maps, Waze and the Gemini app.

For football fans using Google Search, live scores now appear pinned to phone lock screens during matches. The Gemini app can generate AI-produced match visuals, tactical diagrams and on-demand highlights. As TechJournal reported, fans can be digitally dropped into their team’s jersey through AI image templates — personalised content that blurs the line between spectatorship and participation. Inside Google’s AI Mode, the company is testing agentic ticket booking, where the AI handles the steps of finding and securing match tickets on a fan’s behalf.

Inside the stadiums themselves, AI has reshaped the physical experience of entry. The Next Web reported that a biometric identity layer is running across all 16 host cities, allowing fans to move through entry checkpoints without physical documentation — their faces serving as tickets. AI-guided navigation systems are helping spectators navigate cities, fan zones and key points of interest in and around venues.

“The 2026 World Cup is the first tournament where the data itself is a primary product.” — Bank of America Research Team, via The Korea Times

FIFA’s Power Rankings system — a new AI-generated individual player ranking that measures match and tournament performance — is also providing fans with a real-time leaderboard that goes beyond goals and assists to reflect a player’s holistic contribution across each game. When offside calls are overturned, the 3D avatar animations broadcast to stadium screens make previously arcane VAR decisions legible to a casual spectator for the first time.

THE STADIUM THAT THINKS

Staging a tournament across three countries and 16 stadiums is, as Technology Magazine described it, “a logistical mountain.” FIFA’s answer has been to build a virtual copy of every venue and run operations against it in real time.

Using Lenovo’s Digital Twin technology, each of the 16 host stadiums has been given a hyper-accurate virtual replica that tracks crowd flow, security deployments and technical systems as events unfold. The systems are connected to FIFA’s Intelligence Command Centre, which aggregates information from venues, broadcasters and operational stakeholders. If a bottleneck forms at a specific gate in Atlanta, officials can observe it on their digital map before it becomes a crush. Rather than reacting to an emergency, the technology enables prevention.

The security infrastructure extends well beyond crowd management. According to reporting by Yahoo News, the United States federal government has invested $365 million in surveillance technology for the tournament.

Stadiums including Gillette, Hard Rock and Mercedes-Benz are equipped with AI-powered facial recognition at entry points and concourses, matching faces in real time against security databases. In Mexico, Business Today reported, Hyundai-manufactured robot dogs are patrolling key areas such as the International Broadcast Centre in Dallas, equipped with scanning sensors and cameras that assist personnel in monitoring perimeters.

Defence contractor Booz Allen Hamilton is fusing drone imagery with GPS tracking into integrated command platforms. The scale has alarmed civil-society organisations. More than 120 groups, including the ACLU and Amnesty International, issued travel advisories before the tournament warning of facial-recognition risks and advising some travellers to disable face unlock on their devices before arriving.

“Security is often used as an excuse for agendas that have nothing to do with security at all,” Jay Stanley of the ACLU warned, pointing to concerns about potential immigration enforcement at venues. Privacy International’s Ilia Siatitsa argued that defence contractors are using the World Cup as a “global showcase” to normalise battlefield-tested surveillance in civilian spaces. The Electronic Frontier Foundation’s Matthew Guariglia described surveillance infrastructure as something that “will outlast the current World Cup” — with host-city stadiums likely retaining the facial recognition systems after the final whistle.

PROTECTING THE PLAYERS FROM THE CROWD

The most human application of AI at this World Cup may be the least visible: protecting players from the abuse that pours into their social-media accounts during and after matches.

FIFA’s Social Media Protection Service (SMPS), offered free to all 48 football associations for 2026, scans 30,000 keywords across Facebook, Instagram, YouTube, TikTok and Threads, hiding abusive comments within two seconds of posting. The person who sent the abuse can still see their own post but is unaware it has been concealed and reported. As The Guardian reported, provider Respondology estimates the system has removed 15 million racist and homophobic comments from global football. The tool does not operate on X, which has its own comment-visibility controls.

The context for this expansion is stark. At the 2022 World Cup in Qatar, FIFA’s monitoring software analysed 20 million posts and comments and found almost 20,000 abusive messages directed at players, officials and coaches, with 287,000 abusive comments hidden before they reached their intended recipients. Of the abuse, 38 percent originated in Europe and 36 percent in South America. At the 2023 Women’s World Cup, one in five players received discriminatory, abusive or threatening messaging, with female players 29 percent more likely to be targeted than their male counterparts had been in Qatar.

Meanwhile, Meta — which owns Facebook and Instagram — has deployed its own AI safety layer. According to the company’s own data, between October and December 2025 it removed 2.6 million pieces of hateful content from Facebook and Instagram, with more than 74 percent detected proactively before any user reported it. The company has also partnered with Mexico’s Consumer Protection Agency to combat ticketing scams and impersonation of official FIFA branding.

“Players don’t speak out much about how online abuse affects us. There’s stigma. But we’re all human. It’s not as easy as just tuning it out. It hurts.” — Mark-Anthony Kaye, Canada defender

THE DEMOCRATISATION QUESTION

Beneath the spectacle of avatars and robot dogs lies a question that will outlast the tournament: does AI in football widen or narrow the gap between the sport’s haves and have-nots?

The rhetoric from FIFA and its technology partners has been consistent. Football AI Pro, Infantino has said repeatedly, will “democratise access to data.” In practical terms, this means a federation like Cape Verde — making its World Cup debut in 2026 — now has access to the same analytical platform as Brazil or Germany. As The Conversation’s researchers noted, machine learning models are being used across the tournament for workload monitoring, injury prediction and talent scouting in ways that could, in principle, permanently shift the economics of international football.

The sceptic’s reading is different. Wealthier federations still maintain larger staffs capable of interpreting and acting on AI outputs. France, Argentina and the United States have not merely adopted the shared platform — they have secured bespoke commercial partnerships with Google that give their technical staff additional layers of AI capability unavailable to most of the 48. The platform may be equal; the surrounding infrastructure is not.

The surveillance question carries an even sharper equity dimension. Biometric systems deployed at scale across 16 North American cities will, as civil-liberties groups have noted, make different populations feel their presence differently. The $365 million federal surveillance investment was built for a football tournament; the cameras and command centres it funds will remain when the fans go home.

The Beautiful Game, Recalibrated

In the ninety minutes of a football match, AI is now present in almost every layer of the experience: in the match ball, in the 29 points tracked on each player’s body, in the stabilised footage from the referee’s chest, in the tactical briefing the coach received that morning, in the navigation app that guided a fan to their seat, and in the algorithm that hid an abusive comment before a player ever saw it.

Whether that ubiquity constitutes progress depends on who is answering. For a federation with limited analytical resources fielding its first World Cup squad, Football AI Pro is a genuine leveller. For a privacy researcher watching facial recognition systems embed themselves into the infrastructure of sport, the tournament is a proof of concept for something far more durable than a trophy.

What is beyond dispute is that the 2026 FIFA World Cup has become the largest live test of artificial intelligence in sports history. The sport’s governing body, technology partners and competing nations have spent years and hundreds of millions of dollars to ensure that AI can perform at scale, under pressure, in front of five billion people. The final in July at MetLife Stadium near New York will be decided, as it always has been, by goals. But the game that leads there is already being played by different rules.

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