As a UCL data scientist raised in Hackney’s quiet corners, I’ve watched elite football models collapse under the weight of intuition. This isn’t about luck—it’s about the five latent variables most analytics ignore: data quality, temporal context, team synergy, coaching culture, and psychological resilience. Here’s what truly drives outcomes—not results.