In today's competitive business landscape, organizations are increasingly seeking ways to optimize their operations and enhance profitability. Procurement, a fundamental aspect of any business, presents a powerful opportunity for value generation. By utilizing data analysis techniques, businesses can uncover hidden patterns within their procurement