When AI.io asked Chelsea FC and Burnley FC scouts which player they preferred, they could choose — but couldn't explain why. The team had to sit with scouts, decode their intuition, and translate it into a scoreable algorithm. That algorithm then processed thousands of videos to build benchmarks across age and gender.