Beyond Digital Procurement: Why artificial intelligence cannot replace commercial judgement in energy infrastructure

Artificial intelligence is beginning to influence decisions across the global energy industry, from equipment maintenance and production forecasting to supply-chain management. For companies responsible for multibillion-dollar infrastructure projects, the attraction is understandable. Technology promises faster analysis, earlier identification of risks