Jack Williams on iTero and the Future of AI Coaching in Esports

When I sat down with Jack Williams at iTero's headquarters in Berlin, the first question wasn't about tactics or the current meta. It was about the ethical boundaries of technology in esports. Williams, who has spent over a decade in the industry, from professional player to data analyst, stands at the center of a debate that few in the community dare to confront. The context of this interview isn't just about a new technology product. It's about a fundamental shift in how teams prepare for matches. From the early days of Dota 2, when Natus Vincere lifted the Aegis of Champions at gamescom 14 years ago, to now, the gap between top teams and the rest is being redefined by data and artificial intelligence. Williams approaches this with a sober eye, not as a salesman, but as someone who has sat on both sides of the negotiation table. The core of the conversation revolves around the exclusive relationship between iTero and GIANTX, an esports organization based in EMEA. When I asked about the possibility of the technology being copied, Williams didn't shy away. He admitted that competitive advantage doesn't come from keeping source code secret, but from the speed of innovation and the ability to adapt to constantly changing metas. He pointed out that in a closed league like the LEC, where all teams are permanent members, an exclusive deal could create inequality in preparation resources. This, according to Williams, is a problem that league operators will have to face in the near future. Another interesting point Williams raised was the difference in approach between publishers. He observed that Valve and Riot Games have very different views on allowing third-party tools. While Dota 2 has infrequent major patch cycles, which favor machine learning models based on historical data, League of Legends with its biweekly patches requires faster meta-detection speed. This means that an AI coaching product marketed identically for both titles would be a red flag. Williams suggested that technology providers need to understand the patch cycle of each title to optimize their product's value. When the conversation turned to AI-assisted cheating, Williams became more cautious. He clearly distinguished between pre-match, between-game, and post-match support versus in-game real-time assistance. The latter, he emphasized, is already unambiguously prohibited in every major title. The real grey zone lies in the between-game window in a BO3 or BO5 series. This is where data can be analyzed and tactical adjustments can be made, and this is also where current regulations are ambiguous. Williams believes that league operators need to revisit their rules to ensure a level playing field. What impressed me most about Williams was his humble view of technology's limits. He admitted that data can lie, and that teams can deliberately distort their data in friendly matches to deceive AI models. He recalled the classic match at the 2026 World Cup when Saudi Arabia beat Argentina, a result no model in the world predicted correctly. This, he said, is a reminder that AI tools are only as good as their input data, and that human creativity remains an irreplaceable factor. Looking to the future, Williams believes AI coaching will not replace human coaches, but will become a powerful supporting tool. He envisions a future where AI assistants can process thousands of hours of match footage to find tactical patterns invisible to the human eye, freeing coaches to focus on more subtle aspects like psychological management and team building. But he also warns that over-reliance on technology could erode the human essence of esports. As I left the interview, I realized that the story of iTero and GIANTX isn't just about a commercial deal. It's about an industry at a crossroads, where the line between competitive advantage and cheating is becoming blurred. The question Williams left in my mind is: will league operators be nimble enough to keep up with the pace of technological development, or will they be left behind in this race?