In today's dynamic business landscape, organizations are continuously seeking ways to optimize their operations and enhance profitability. Procurement, a crucial aspect of any business, presents a significant opportunity for value generation. By exploiting data analysis techniques, businesses can discover hidden patterns within their procurement re