In microgrid and energy trading operations, every executed deal generates confirmations from brokers, counterparties, and exchanges via email, PDF, and API. Manual clerks must extract key terms—price, volume, delivery point, time—and manually key them into the Energy Trading and Risk Management (ETRM) system or a central position book. This process is slow, invites fat-finger errors that distort the portfolio's true exposure, and creates a lag that delays accurate P&L and risk reporting. The operational cost is high, and the risk of a material position error that leads to a failed settlement or regulatory misreporting is ever-present.




