The short answer: this is the most AI-instrumented World Cup ever played. FIFA and its tech partner Lenovo built an AI scouting platform for all 48 national teams, every player has been digitally scanned into a 3D avatar to speed up offside calls, and Google's Gemini is running the fan-facing live score and recap experience. None of this happened by accident. FIFA has been building toward this since the semi-automated offside trials at Qatar 2022, and the 2026 tournament is where most of it goes live at full scale.
Here's what's actually running behind the scenes, and what you'll notice as a viewer.
Football AI Pro: the AI tool every team gets
The headline product is "Football AI Pro," built jointly by FIFA and Lenovo. It's trained on more than 2,000 football-specific data points pulled from FIFA-owned and FIFA-organized matches, and it's been made available to all 48 competing teams, not just the usual handful of data-rich federations like England or Germany. The interface supports prompts in multiple languages and outputs text, video, graphs, and 3D visualizations.
One important limit: it's a pre- and post-match tool, not a live one. Coaches can use it to break down an opponent before kickoff or review a performance afterward, but it isn't feeding decisions during the 90 minutes itself. That distinction matters because it's the difference between a scouting assistant and an in-game referee aid, and the two get conflated a lot in casual coverage.
AI offside avatars: how the technology actually decides
This is the piece most fans will actually see on a stadium screen or broadcast graphic. Every one of the 1,248 players across all 48 squads underwent a roughly one-second digital body scan before the tournament, creating a precise 3D model of their proportions. During a match, that model is combined with camera tracking and a sensor inside the official Trionda match ball, which records data 500 times a second to pinpoint the exact moment of a kick.
The upgrade for 2026 is in how fast the alert reaches the official. At the last World Cup, offside data routed through the video assistant referee booth first, then got relayed to the pitch. Now, when a player is more than 10cm offside, a real-time audio alert goes straight into the assistant referee's earpiece, letting them raise the flag immediately instead of waiting for a replay review. That 10cm threshold is also a tightening from earlier public trials, which only flagged players more than 50cm offside.
It's worth being precise about what this system does and doesn't do. It measures position. It does not decide whether a player was "interfering with play," which is still a judgment call made by human officials. The 3D avatar graphic you see on screen exists mainly so fans and commentators can understand a close call quickly, rather than squinting at two lines on a flat camera angle.
Referee View and the broadcast layer
A second, less-discussed piece of tech is "Referee View," a body-camera feed worn by match officials. Earlier trial versions of this footage were shaky and largely unusable for broadcast because of rapid head and body movement during play. For 2026, Lenovo applied AI-powered video stabilization to smooth that footage in real time, building on a trial run at the 2025 FIFA Club World Cup. The goal is a usable first-person referee angle for broadcasters and FIFA's own digital channels, not just a novelty clip.
Where Google Gemini fits in
Separately from FIFA and Lenovo's officiating stack, Google has built its Gemini AI into the consumer-facing side of the tournament. For everyday fans, that shows up as live score widgets on phone lock screens and AI-generated match recaps and visuals, the kind of thing you'd actually open on your phone walking into a watch party. It's a genuinely useful, free tool if you want quick score context without digging through an app. If you're following the World Cup 2026 group stage results, pairing it with Gemini's recap feature is a low-effort way to stay current between matches.
Security tech, briefly
FIFA's host cities have also leaned on AI outside the pitch. Lenovo built digital twins of all 16 stadiums to help host cities manage crowd flow and security logistics during matchdays, a use case that's more relevant to city planners than fans but worth knowing exists if you're traveling to a host city.
Bottom line
The 2026 World Cup isn't just bigger because of the 48-team format. It's the first tournament where AI is doing real, measurable work across scouting, officiating, broadcast, and fan experience at the same time. If you only take one thing from this: the offside calls you're seeing explained with a 3D avatar graphic aren't a broadcast gimmick, they're the actual data the assistant referee acted on, now visualized so you can follow along. For the consumer side, Google's Gemini app is the easiest entry point if you want AI-powered scores and recaps without installing anything new.