MADRID, April 22, 2026 — James Deller, a global technology investor and co-founder of the AI/ML-driven commerce platform 1Touch, has weighed in on what he sees as football’s gradual shift toward data-driven club management — a trend he believes mirrors the professionalization curve he has observed across industries.
“The clubs winning sustainably are increasingly run like sophisticated businesses, with real governance and reporting structures behind them,” Deller said. “That’s not a controversial statement anymore, but it’s still not universal across the sport. There’s a wide gap between organizations that have made that leap and those still relying on instinct alone.”
Deller, who is a personal investor with an interest in football’s business potential rather than an operator at any specific club, said his perspective is shaped by years spent helping institutions build the infrastructure to make better decisions at scale. “Through my advisory work, I’ve watched organizations move from ad hoc decision-making to genuine data cultures, and the performance difference is not subtle,” he said. “Football clubs are organizations like any other. Those adopting rigorous reporting and a culture that actually uses the data it collects will consistently outperform the ones that don’t.”
He drew a direct line between building 1Touch — where algorithmic matching and machine learning underpin every commercial decision — and football’s opportunity. “If you’re not using data to guide partner decisions, you’re simply guessing, and guessing is expensive at scale,” Deller said. “Football clubs sit on enormous amounts of operational and commercial data. The organizations that build the discipline to act on it systematically are building a durable edge.”
Deller was clear his comments reflect an industry-wide observation, not insight into any particular club’s internal operations. “I’m not describing any one team’s front office,” he said. “I’m describing a pattern across a global industry that is, in many pockets, earlier in its data maturity than people assume given how much money moves through it.”
He added that data-driven management works best paired with genuine investment in people and culture, not as a replacement for it. “Data tells you what’s happening. It doesn’t replace the harder work of building a healthy organization,” Deller said. “The clubs getting both right — culture and data — are the ones I find most interesting to watch.”
About James Deller
James Deller is a businessman, investor, and founder. He is co-founder and CEO of 1Touch, an AI/ML-driven e-commerce and social commerce platform that combines machine learning, algorithmic matching between vendors and influencers, and privacy-first design. He has also managed commercial operations for large production houses in film distribution and marketing, and leads an advisory practice that helps companies and institutions professionalize governance, build reporting structures, and adopt data-driven decision cultures during periods of growth. Deller is an active global investor across technology, consumer, and emerging industries, including a number of ventures still in stealth. He grew up immersed in football culture and maintains that organizations which develop people, not just performers, are the ones that win over the long term.
