SCI HUM SOC AI AI AI Mind Teams Breaking the Industrial Data Bottleneck: Training AI for Complex Chemical and Logistics Systems Why real-world data is failing machine learning engineers in heavy industry, and how high-fidelity synthetic datasets bridge the gap.