AI in Energy

AI in Energy

Where AI actually helps on a trading desk today (and where it doesn't)

Three bins for AI on a trading desk: working now, promising but needs controls, and not yet. For each use case: the data it needs, the control it needs, and how it fails.

AI in Energy

Data before models: an AI-readiness checklist for trading and risk teams

AI projects on trading desks fail on data lineage, not models. A checklist across trade, reference, curve, settlement, and registry data, a 30/60/90-day plan to get pilot-ready, and the questions your risk committee will ask.