The impact of analytics programs has grown substantially as companies continue to become a data-driven organization. As Organizations seek to realign their operations to meet strategic growth initiatives and/or readjust strategies to meet economic changes, shareholders, management and the C suite population are seeking real-time data to identify key risks and mitigate them through timely and accurate and interventions – especially in today's challenging economy. Commodity price risks have a major impact on organizational cash flow, profitability, buyer-supplier relationships, as well as on the negotiation process. Volatility in commodity prices can also have a detrimental impact on budgeting, and affect operations across the supply chain. Login to this session as Madhur uncovers interesting approaches on the development and adoption of integrated AI/ML engines to mitigate the risk of rising commodity prices.