Artificial intelligence is heading to football’s biggest stage.
At the 2026 FIFA World Cup, AI will support match strategy, offside reviews, and stadium operations through real-time analysis, 3D player avatars, and digital venue models. The rollout could show how AI performs in one of the world’s most demanding live-event environments, where speed, accuracy, and explainability matter.
AI moves into match strategy
Each team will have access to its own AP model, allowing analysts to compare playing patterns through video clips and 3D avatars. Coaches will be able to assess tactical changes against upcoming opponents, while players will receive personalized match analysis.
The system, known as Football AI Pro, “can analyze hundreds of millions of FIFA data points and process more than 2,000 football-related metrics, including pressing, movement, tactics, and transitions,” the South China Morning Post (SCMP) reported.
The system was developed by Lenovo, FIFA’s technology partner for the tournament. It will deliver insights as text explanations, charts, or short video clips, giving teams a faster way to interpret live play and prepare for opponents.
The 2026 FIFA World Cup will be hosted by Canada, Mexico, and the United States across 16 cities. The expanded tournament will also include 48 teams and 104 matches, with the opening game scheduled for June 11.
“If in the past, rich teams had an advantage, in 2026, AI will democratize data and give everyone a similar chance,” BofA Global Research wrote in a May 6 note, according to The Korea Times.
Officiating gets a digital layer
AI will also support officiating and video review. SCMP noted that players will be digitally scanned in about one second to create accurate 3D versions of their bodies. The technology is expected to help make offside decisions more accurate and easier to explain.
Fast decisions are not enough in a World Cup match. The system also has to make those calls clear to referees, teams, broadcasters, and fans.
The technology is also expected to provide referees with better information and help fans better understand video assistant referee (VAR) calls.
For enterprises, the same lesson applies in other high-stakes settings. AI systems need to be fast and accurate, but people still need to understand how a decision was made.
Stadiums become live data environments
The World Cup’s AI rollout will extend beyond the pitch. The Korea Times stated that each of the 16 stadiums will have a “digital twin,” or a live virtual copy of the venue, to help officials monitor crowd movement, security risks, and player health data from wearable devices in real time.
The publication also said that SanDisk estimated the tournament would generate more than 90 petabytes of data, roughly 45 times the amount produced during the 2022 World Cup in Qatar. BofA expected data volumes to reach a record 2 exabytes, which includes social media posts, selfies, mobile interactions, and other digital activity.
“The 2026 World Cup is the first tournament where the data itself is a primary product,” the BofA research team said, according to The Korea Times.
The World Cup may be about football, but its AI deployment raises a broader enterprise question: how well can organizations turn massive streams of live data into decisions people can trust?
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