Challenges in managing inventory costs accurately are widespread. Manual methods can lead to inefficiencies, errors, and compliance risks that affect decision-making. The absence of real-time inventory data visibility can hamper competitiveness, and the complexities of calculating costs for liquid products are a recognized concern. Current complexities involve disjointed systems, manual calculations, lack of integration with workflows, and the inability to capture frequent price fluctuations inherent in liquid commodities, which ultimately leads to inaccurate cost estimates. Additionally, the continuous flow nature of liquid commodities makes precise inventory tracking difficult, as factors like shrinkage, blending, and measurement inaccuracies can lead to discrepancies in quantity and cost assessments. Managing inventory across various storage facilities, determining appropriate pricing points for cost allocation, and adhering to regulatory standards further contribute to the complexity of the process.