Context: In utilities, adding renewable capacity is no longer the hard part, operating it reliably is, since wind and solar introduce variability that must be handled minute by minute.

Challenges: Forecasts shift, but dispatch plans don't adjust in time, constraints are recognized only after they begin limiting output, and curtailment decisions are made late, reducing how much renewable energy can be absorbed safely.

Solution: The Renewable Integration Guidance Agent, an AI agent built using Microsoft Copilot Studio, monitors renewable generation against forecast as variability appears and intervenes during dispatch and curtailment decisions, flagging tightening grid constraints before lost generation occurs.

Impact: Utilities following this approach see adjustments happen earlier and coordination become clearer, with renewable integration improving by strengthening execution, not by adding capacity alone.