Startups love building elegant technology and chasing ideas no one has tried before. But in the supply chain, elegance rarely survives contact with reality. Julia Sanzharova – a supply chain transformation leader with deep FMCG and product-development experience – explains why even the most advanced AI models fall short without a solid understanding of how operations actually run.