In today's dynamic business landscape, organizations are continuously seeking ways to optimize their operations and maximize profitability. Procurement, a crucial aspect of any business, presents a unique opportunity for value realization. By utilizing data analysis techniques, businesses can discover hidden trends within their procurement records,