In today's evolving business landscape, organizations are continuously seeking ways to optimize their operations and boost profitability. Procurement, a fundamental aspect of any business, presents a unique opportunity for value generation. By leveraging data analysis techniques, businesses can unlock hidden patterns within their procurement data,