AI Spot Market Strategy System delivers one-stop power trading operations support for virtual power plant (VPP) operators. The system covers the full closed‑loop workflow — price forecasting → strategy generation → trade execution → post‑trade optimization. By applying AI to multi‑dimensional forecasting of load and electricity prices, it assists in the submission of all spot market trading declarations. The system dynamically optimizes price spread and deviation revenues, enabling integrated trading across spot, ancillary services, and medium‑/long‑term contracts, and drives energy storage assets from strategy execution toward value‑based asset management.