This Guidance is a cloud-native, fully customizable, artificial intelligence (AI) offering that provides insights, predictions, and recommendations for hydrocarbon manufacturers. Downstream refineries and petrochemical facilities are complex in infrastructure, constantly working under tightened margins subject to volatile market prices. By providing timely, transparent, AI-driven insights for engineers and operators, this Guidance helps to improve efficiencies for cross-unit processes and systems, so energy manufacturers can maintain safe, reliable, and profitable performance.