The men’s FIFA World Cup has always been a global stage for football innovation. New boots, balls, broadcast tools and officiating systems are often introduced at the tournament before later filtering into leagues, clubs and grassroots sport.

At the FIFA World Cup 2026, taking place across the United States, Canada and Mexico, much of that innovation is being driven by AI and connected technology. 

Earlier this year, in our Sports Horizon Scanning 2026 report, we identified AI-assisted officiating, smart stadium systems, real-time coaching support and personalised fan experiences as key developments likely to shape sport during 2026. The FIFA World Cup 2026 is now showing many of those trends in practice.

The key point is not that AI is replacing human expertise. It is that AI is becoming a support layer across sport, creating new opportunities while raising important questions around transparency, governance, contracts and data use.

AI-assisted officiating moves into the mainstream

One of the clearest examples is FIFA’s advanced semi-automated offside technology. The system is designed to make VAR decisions faster and reduce the need for assistant referees to delay raising the flag until an attacking move has played out.

At this FIFA World Cup, the system can send a real-time audio alert to the assistant referee where a player is more than 10cm offside. That is a significant development from earlier versions tested at the FIFA Club World Cup and FIFA Intercontinental Cup, which only alerted officials where a player was more than 50cm offside[1].

FIFA is also using life-like, AI-enabled 3D avatars to make offside decisions clearer. Each of the 1,248 players in the 48 squads is being digitally scanned, with the scans used to create more accurate player models and clearer offside animations[2]. For fans, that should make marginal decisions easier to understand, and for sports organisations, it is another reminder that elite sport is increasingly being officiated and explained through detailed player and match data.

AI beyond the referee

Although officiating technology has attracted much of the attention, AI is also becoming increasingly important for performance and coaching. FIFA has said that all 48 teams should have access to the same pre- and post-match analytical capabilities through its Football AI Pro system, which uses AI agents to analyse structured match data and provide tactical and performance insights[3].

That matters because not every federation arrives at a World Cup with the same analytical resources. Some teams have large performance departments and specialist analysts, while others do not. Shared AI tools may therefore help give every team access to a baseline level of match analysis, supporting greater equity across the tournament.

There are, however, legal and welfare considerations. If AI tools influence how a player’s performance, injury risk or workload is assessed, the organisation should be able to explain what data is being used and how much weight is given to the system’s output. That is particularly important if the analysis could affect training, selection, rehabilitation or contract discussions, where poor governance may create data protection, employment, discrimination or player welfare risks.

Broadcasting and fan engagement

AI and connected technologies are also changing how the FIFA World Cup is presented to fans. Referee body cameras give viewers a new perspective on key moments, while AI-stabilised footage, enhanced graphics and digital overlays help turn officiating technology into part of the broadcast experience rather than something that sits behind the scenes[4].

Optical tracking data is also being used to recreate player positions and movements, allowing broadcasters to explain VAR decisions from new angles. In time, fans may be able to view incidents from the referee’s line of sight, the goalkeeper’s perspective or other tactical viewpoints that were previously unavailable.

This reflects a wider shift towards a more personalised and data-rich fan experience. Supporters increasingly expect live statistics, alternative camera angles, rapid highlights and clear explanations of key incidents. As fans increasingly use AI tools to follow fixtures, explain decisions or compare players, clubs, sponsors and rights-holders will need to ensure their official content is accurate, accessible and consistent.

AI and player protection online

AI is also being used away from the pitch to protect players and teams from online abuse. FIFA introduced a social media protection service after the FIFA World Cup 2022 and has made its moderation function available free of charge to football associations at the 2026 tournament.

The technology filters abusive and offensive comments and hides them from the relevant social media channels in near real time. The person who posted the abuse may still see the post, but it is hidden from the player, team and wider audience and can be reported for further investigation. Reports suggest the system operates across platforms including Facebook, Instagram, YouTube, TikTok and Threads, although not in the same way on X[5].

As online abuse becomes a more visible player welfare issue, AI moderation is likely to become an increasingly important part of how sports organisations protect athletes, staff and fan communities.

The wider football technology pipeline

Not every innovation at this FIFA World Cup is strictly an AI tool. The tournament is also showing how connected equipment, engineering and digital systems are changing the game more broadly.

The FIFA World Cup 2026 match ball, TRIONDA, includes a 500Hz motion sensor chip that sends real-time movement data to the VAR system[6]. This helps officials identify the precise moment the ball is played for offside decisions. Other digital systems are also being used in more practical ways: out-of-bounds technology can help determine when the ball has left the field of play, while digital substitution tablets are replacing handwritten paper notes for team changes.

What does this mean for sports organisations?

For sports organisations, the FIFA World Cup 2026 highlights three practical issues in particular: governance, data and trust.

Good governance starts with understanding how an AI tool works, what data it uses and who is responsible for checking its output. This is particularly important where the technology could affect sporting integrity or player welfare. In those situations, organisations should be clear about when human review is required and how decisions are recorded.

Data is also central. AI tools rely on large volumes of information about matches, players, fans and operations. That information may include personal data, but it may also be commercially valuable or sensitive from a player welfare or competitive integrity perspective. Rights-holders, clubs, federations and technology suppliers should therefore be clear about who controls the data, how it can be used, how it is protected, how long it is kept and whether it can be shared or commercialised.

Finally, there is the issue of trust. Sport depends on confidence in the fairness and authenticity of competition. AI-assisted tools may improve accuracy, but they can also create scepticism if they are poorly explained or appear opaque. Fans are more likely to accept technology where they understand what it is doing, when it is being used and who remains responsible for the final decision.

Practical steps for clubs, federations and rights-holders

The FIFA World Cup 2026 is a useful case study because it shows AI being used across the sports ecosystem, from officiating and equipment to performance analysis, broadcast production and fan engagement.

The key takeaway for clubs, federations, leagues and rights-holders looking to implement AI is that they should consider:

• mapping where AI and automated decision-support tools are already used within the organisation;
• identifying which tools could affect players, officials, fans or sporting integrity;
• ensuring that significant AI-supported decisions remain subject to human oversight;
• reviewing contracts with technology providers to address data ownership, permitted use, security, audit rights, service standards and liability;
• checking whether player, employee or fan data is being used in a way that requires additional privacy notices, consents or governance controls;
• putting in place clear policies for AI use in performance analysis, recruitment, workload management and player welfare; and
• ensuring that marketing, broadcast and digital teams understand when AI-generated content or data-led fan experiences may need additional review.

The organisations best placed to benefit from the next phase of sports innovation will be those that understand the technology, use data responsibly and keep human accountability at the centre of decision-making.