Context: Production volume is a core KPI in Oil, Gas/Energy operations because it reflects how much planned capacity is actually delivered to market.

Challenges: Wells decline earlier than expected, choke settings remain unchanged, and facility constraints develop and are worked around instead of resolved, with production losses reviewed only after volumes drop.

Solution: The Production Volume Guidance Agent, an AI agent built using Microsoft Copilot Studio, monitors well, facility, and network signals as they deviate and intervenes during choke adjustments and production planning, flagging small losses before they accumulate into a sustained shortfall.

Impact: Operators adopting this approach see production volume increase, with output rising not because assets change, but because execution responds early enough to protect production potential.