DKODE 3.0 focuses on building a machine learning forecasting model to predict monthly demand and aggregate revenue trends. The model is designed to modernize manual forecasting processes with a more accurate, data-driven approach. Built within the Microsoft Fabric ecosystem, the solution is designed to be repeatable, auditable, and adaptable for continuous optimization and future use.