Context: Realized commodity price is a core commercial KPI in Oil & Gas because it shows whether known price exposure is actually converted into captured value as barrels move.

Challenges: Volumes shift after nominations, routing and delivery points change mid-cycle, and basis and quality exposure move, yet pricing terms often remain unchanged until after physical commitment, when price outcomes are no longer adjustable.

Solution: The Commodity Value Guidance Agent, an AI agent built using Microsoft Copilot Studio, monitors nominations, routing, and delivery commitments as they change and intervenes during pricing and contract finalization, flagging exposure that pricing terms no longer match before barrels are committed.

Impact: Operators adopting this approach see realized value improve, protecting margin not through better forecasts, but through earlier execution before barrels are in motion.