In the dynamic world of solar energy trading, effective management of commodities, transactions, and associated risks is crucial for businesses to thrive. Commodity/Energy Trading, Transaction, and Risk Management (CTRM/ETRM) software play a pivotal role in streamlining operations, ensuring real-time insights, and enhancing decision-making processes. This article explores the